At a glance

Skills

  • Control over ambiguity The ability to manage stress and maintain effective methods when faced with ambiguous requirements, staying resilient and cognitively fluid. Typically observed as: The ability to manage stress and maintain effective methods when faced with ambiguous requirements, staying resilient and cognitively fluid.
  • Walking and travel strain High physical endurance for roles requiring constant movement, walking, or mobility. Typically observed as: High physical endurance for roles requiring constant movement, walking, or mobility.
  • Instruction and protocol mastery The ability to follow instructions and protocols well as per defined guidelines or standard operating procedures. Typically observed as: The ability to follow instructions and protocols well as per defined guidelines or standard operating procedures.
  • Efficiency prioritization An implicit focus on achieving goals by first identifying redundancies, bottlenecks, and errors to optimize the foundation of a process. Typically observed as: An implicit focus on achieving goals by first identifying redundancies, bottlenecks, and errors to optimize the foundation of a process.
  • Balance restoring The skill to mitigate escalating biases or tensions and align conflicting views toward a common consensus. Typically observed as: The skill to mitigate escalating biases or tensions and align conflicting views toward a common consensus.
  • Wabi-sabi The ability to repair or salvage broken systems/objects in a way that is useful, repurposed, or aesthetically meaningful. Typically observed as: The ability to repair or salvage broken systems/objects in a way that is useful, repurposed, or aesthetically meaningful.
  • Situational awareness and presence of mind (Nunchi) The ability to read implicit social signals, context, and moods to act appropriately in group settings. Typically observed as: The ability to read implicit social signals, context, and moods to act appropriately in group settings.

Motivations & behaviors

  • Sacrificial Saving
  • Stress Testing & Vulnerability Discovery
  • Resilience & Adaptation
  • Agreeableness (low)
  • Tolerance for uncertainty (low)
  • Autotelic personality (low)

Cognitive Capability Inference

What is durable, what is AI-redundant, and where you fit as tech half-lives shift through 2026. Sourced from your captured signals and 2026 priors.

Your profile leans durable — strong footing as AI reshapes work.

In plain language:

  • Most of the strengths that showed up here are the kind AI struggles to replace. (71% of your qualified strengths are durable.)
  • Several of your durable strengths also sit in areas of rising demand — room to grow, not just hold.
  • We estimated how well you fit ambiguous, self-directed work. Your profile suggests you do best with clearer structure and defined problems.
  • Your standout strengths here: Balance restoringBehavior analysisWalking and travel strainInstruction and protocol mastery

This is an estimate from the evidence in one session — a conversation starter, not a verdict. The detailed sections below show exactly how each number was derived.

Signals are present but under-differentiated — your PPs need to be refined or used more dominantly. Model reliability is moderate; treat borderline calls with caution.

Confidence: moderate · model reliability moderate (65/100) — this read is downgraded accordingly.

Capability indices

Survive: 0.83 · Flourish: 1.03 · 38 qualified atoms

  • Durable: 71% · Eroding: 18% · Replaceable: 11%
  • Speciality vs core: 42% / 58%

CE × TE fit

Cognitive-entropy tier: low

  • TE low — match: structured-work fit
  • TE medium — mismatch: complexity strain
  • TE high — strong_mismatch: overwhelm / incompatible complexity

Cognitive entropy

Cognitive entropy is your estimated ability to deal with chaotic problem spaces and uncertainty.

Status: low · 47 of 62 cognitive-entropy atoms are present in your evidence.

Strongest evidence (top logits behind this read):

  • LS_18 Control over ambiguity — Latent skill (1.000)
  • LS_48 Behavior analysis — Latent skill (1.000)
  • LS_75 Situational awareness and presence of mind (Nunchi) — Latent skill (1.000)
  • LS_13 Deconstructive Innovation curiosity — Latent skill (1.000)
  • LS_88 Factual long-term retention — Latent skill (1.000)

CE × TE alignment chart

Rows = Cognitive Entropy (your capacity to structure loosely-defined work). Columns = Task Entropy (how loosely-defined the work is). Your row is your CE tier; your highlighted cell is where the evaluated work lands.

CE ↓ / TE → TE lowTE mediumTE high
CE high mismatch
boredom / under-utilization 		match
capacity headroom 		strong_match
frontier match
CE moderate match
stable fit, low stretch 		strong_match
balanced sweet-spot 		stretch
overload risk without scaffolding
CE low match
structured-work fit 		mismatch
complexity strain 		strong_mismatch
overwhelm / incompatible complexity

No future-work text supplied, so your row (CE low) is highlighted but no single TE column is selected.

Top capabilities (by average logit)

Your strongest-evidence capabilities, ranked by average logit (same order used throughout this report and the summary). Durability 0–1 = how AI-resistant the skill is at the 12-month horizon (higher = safer). Hits = qualifying chunks; a spike badge means a strong single-chunk swing qualified it.

  • LS_41 Balance restoring — durable (dur 1.00, 2 hits) · spike
    The skill to mitigate escalating biases or tensions and align conflicting views toward a common consensus.
    Typically observed as: The skill to mitigate escalating biases or tensions and align conflicting views toward a common consensus.
  • LS_48 Behavior analysis — durable (dur 1.00, 4 hits)
    The analytical ability to decode underlying psychological drivers and defense mechanisms to predict behavior.
    Typically observed as: The analytical ability to decode underlying psychological drivers and defense mechanisms to predict behavior.
  • LS_62 Walking and travel strain — durable (dur 1.00, 2 hits) · spike
    High physical endurance for roles requiring constant movement, walking, or mobility.
    Typically observed as: High physical endurance for roles requiring constant movement, walking, or mobility.
  • LS_37 Instruction and protocol mastery — durable (dur 1.00, 3 hits)
    The ability to follow instructions and protocols well as per defined guidelines or standard operating procedures.
    Typically observed as: The ability to follow instructions and protocols well as per defined guidelines or standard operating procedures.
  • LS_35 Rigid focus — durable (dur 0.88, 3 hits)
    The ability to withstand distractions and competing priorities to ensure the smooth execution of a pre-decided goal.
    Typically observed as: The ability to withstand distractions and competing priorities to ensure the smooth execution of a pre-decided goal.

Lowest-evidence qualified capabilities

  • LS_71 Wabi-sabi — durable (avg logit 0.975, dur 1.00)
  • LS_72 Improvisation (Jugaad) — durable (avg logit 0.976, dur 1.00)
  • LS_83 Expert-recommendations and 1-shot suggestions — durable (avg logit 0.976, dur 1.00)
  • LS_75 Situational awareness and presence of mind (Nunchi) — durable (avg logit 0.978, dur 1.00)
  • LS_54 Ungodly pattern recognition — replaceable (avg logit 0.979, dur 0.25)

Capability logits (ranked by average)

Average = mean logit across the chunks where this capability qualified (sustained signal). Spike = its strongest single-chunk logit. The list is ordered by average logit.

ID Capability Avg logit Spike logit Durability
LS_41 Balance restoring spike 1.000 1.000 1.00
LS_48 Behavior analysis 0.999 1.000 1.00
LS_62 Walking and travel strain spike 0.999 1.000 1.00
LS_37 Instruction and protocol mastery 0.999 1.000 1.00
LS_35 Rigid focus 0.997 1.000 0.88
LS_88 Factual long-term retention 0.996 1.000 1.00
LS_3 Interpersonal thought alignment 0.996 0.998 0.57
LS_93 Strategic interpersonal evaluation 0.995 0.999 1.00
LS_14 Real-time problem-solving 0.995 0.999 1.00
LS_91 Applied Theory of Mind 0.995 0.999 1.00
LS_21 Self-reflection 0.995 0.999 0.75
LS_18 Control over ambiguity 0.995 1.000 0.50
LS_96 Sandbox Sharing 0.994 0.998 1.00
LS_95 Human-function indexing 0.994 0.999 1.00
LS_50 Language-centric spike 0.994 0.998 0.40
LS_92 Sensory-vocal contact initiation 0.994 0.998 1.00
LS_94 Linguistic-conceptual code-switching 0.993 0.998 1.00
LS_56 Rigid boundary thinking 0.992 1.000 0.40
LS_19 Control over certainty 0.991 1.000 0.50
LS_44 Available tools 0.991 0.997 0.87
LS_5 Goal-driven interaction 0.990 0.994 0.57
LS_12 Efficiency prioritization 0.989 1.000 0.64
LS_25 Curiosity 0.989 0.993 0.95
LS_86 High-fidelity social indexing 0.988 0.995 1.00
LS_78 Asking stupid unexpected questions 0.988 0.997 1.00
LS_7 Procedural thinking 0.988 0.998 0.55
LS_22 Self-monitoring 0.987 0.998 0.88
LS_2 Long-term conceptualization 0.986 0.998 0.47
LS_51 Data-centric 0.986 0.998 0.40
LS_89 Attention-capturing modulation 0.984 0.997 1.00
LS_73 Speed solutions real-time in-conversation problem-solving 0.984 0.999 1.00
LS_9 Empathy-driven collaboration 0.981 0.994 1.00
LS_77 Tech utilization initiative 0.979 0.989 1.00
LS_54 Ungodly pattern recognition 0.979 0.995 0.25
LS_75 Situational awareness and presence of mind (Nunchi) 0.978 1.000 1.00
LS_83 Expert-recommendations and 1-shot suggestions 0.976 0.997 1.00
LS_72 Improvisation (Jugaad) 0.976 0.999 1.00
LS_71 Wabi-sabi 0.975 1.000 1.00
Durability math and why-now priors

LS_41 Balance restoring

static 1.00 · decay pressure 0.00 · growth lift 0.00 · floor 0.50

  • No linked priors above threshold.

LS_48 Behavior analysis

static 1.00 · decay pressure 0.00 · growth lift 0.22 · floor 0.50

  • Growth: Communication object selection · absorption 0.65 · The human advantage becomes deciding what is worth communicating, to whom, in what sequence, and at what moment.
  • Decay: Human presence as a trust proxy · absorption 0.30 · Human preference is context-dependent and can change through repeated exposure, so current discomfort should not be treated as permanent.

LS_62 Walking and travel strain

static 1.00 · decay pressure 0.00 · growth lift 0.00 · floor 0.50

  • No linked priors above threshold.

LS_37 Instruction and protocol mastery

static 1.00 · decay pressure 0.00 · growth lift 0.00 · floor 0.50

  • Decay: Standardized service interaction · absorption 0.51 · Relational and crisis value may remain, but the routine interaction layer should not be overvalued.
  • Decay: Standardized administrative domains · absorption 0.37 · These functions often persist organizationally after their economic value has already eroded, so headcount can lag the true decay signal.

LS_35 Rigid focus

static 0.75 · decay pressure 0.00 · growth lift 0.33 · floor 0.25

  • Growth: Working-memory and attention expansion · absorption 0.51 · People able to absorb, maintain, and manipulate larger AI-generated information sets gain an advantage in complex workflows.
  • Growth: Communication object selection · absorption 0.65 · The human advantage becomes deciding what is worth communicating, to whom, in what sequence, and at what moment.
  • Decay: First-pass output production · absorption 0.76 · First-pass quality may still vary, but its economic value declines as availability approaches abundance.
  • Decay: Repetitive embodied execution · absorption 0.30 · Physicality is not an absolute moat; routine embodiment may only delay substitution.

AI-redundant

  • LS_56 Rigid boundary thinking — dur 0.40
  • LS_50 Language-centric — dur 0.40
  • LS_51 Data-centric — dur 0.40
  • LS_54 Ungodly pattern recognition — dur 0.25

High demand now

  • LS_62 Walking and travel strain
  • LS_37 Instruction and protocol mastery
  • LS_41 Balance restoring
  • LS_71 Wabi-sabi
  • LS_48 Behavior analysis
  • LS_75 Situational awareness and presence of mind (Nunchi)
  • LS_88 Factual long-term retention
  • LS_14 Real-time problem-solving
  • LS_73 Speed solutions real-time in-conversation problem-solving
  • LS_91 Applied Theory of Mind
  • LS_93 Strategic interpersonal evaluation
  • LS_95 Human-function indexing
  • LS_72 Improvisation (Jugaad)
  • LS_94 Linguistic-conceptual code-switching
  • LS_96 Sandbox Sharing
  • LS_92 Sensory-vocal contact initiation
  • LS_89 Attention-capturing modulation
  • LS_78 Asking stupid unexpected questions
  • LS_83 Expert-recommendations and 1-shot suggestions
  • LS_86 High-fidelity social indexing
  • LS_9 Empathy-driven collaboration
  • LS_77 Tech utilization initiative
  • LS_25 Curiosity
  • LS_35 Rigid focus
  • LS_22 Self-monitoring
  • LS_44 Available tools
  • LS_21 Self-reflection
  • LS_12 Efficiency prioritization

Where you'll flourish

  • LS_14 Real-time problem-solving (growth +0.63)
  • LS_78 Asking stupid unexpected questions (growth +0.51)
  • LS_77 Tech utilization initiative (growth +0.51)
  • LS_25 Curiosity (growth +0.51)
  • LS_96 Sandbox Sharing (growth +0.37)
  • LS_75 Situational awareness and presence of mind (Nunchi) (growth +0.36)
  • LS_73 Speed solutions real-time in-conversation problem-solving (growth +0.35)
  • LS_9 Empathy-driven collaboration (growth +0.35)
  • LS_86 High-fidelity social indexing (growth +0.35)
  • LS_89 Attention-capturing modulation (growth +0.34)
  • LS_22 Self-monitoring (growth +0.51)
  • LS_88 Factual long-term retention (growth +0.32)
  • LS_95 Human-function indexing (growth +0.23)
  • LS_48 Behavior analysis (growth +0.22)
  • LS_91 Applied Theory of Mind (growth +0.22)
  • LS_93 Strategic interpersonal evaluation (growth +0.22)
  • LS_94 Linguistic-conceptual code-switching (growth +0.22)
  • LS_92 Sensory-vocal contact initiation (growth +0.22)
  • LS_83 Expert-recommendations and 1-shot suggestions (growth +0.22)
  • LS_35 Rigid focus (growth +0.33)
  • LS_44 Available tools (growth +0.29)
Alignment signal (display only)

No future-work text supplied, so alignment is display-only (no target role to bias toward).

Motivations (SM)

  • Sacrificial Saving (1.00)
  • Stress Testing & Vulnerability Discovery (0.99)
  • SM_5 (0.94)
  • Resilience & Adaptation (0.98)
  • SM_12 (0.88)
  • SM_20 (0.87)
  • Civilization Serving (0.98)
  • Uncertainty Reduction (0.97)
  • SM_21 (0.92)

Personality (PT)

  • Agreeableness (low) (0.98)
  • Tolerance for uncertainty (low) (0.97)
  • Social Value Orientation (low) (0.84)
  • PT_2_low (0.69)
  • Autotelic personality (low) (0.89)
  • Grit (high) (0.88)
  • Openness to experience (low) (0.88)
  • Conscentiousness (high) (0.87)
  • Neuroticism (low) (0.78)
  • Agreeableness (high) (0.93)

Orientation (OM)

Coming soon (deferred model).

Inference diagnostics

Classifier confidence is separated from Shreddy chat progress. These checks describe how trustworthy the post-chat inference looks for this evidence bundle.

Reliability gate

Some model families look low-confidence because too many atoms saturated at the score extremes.

Reliability score: 64.7/100 · status: moderate

  • ls_bridge: This model looks low-confidence for this input. Too many atom scores are saturating at the top and bottom ends for the amount of evidence collected. 10/11 high-extreme atoms (>= 0.97), 0/11 low-extreme atoms (<= 0.03), 24 chunks, 1925 words.
  • ls_core_cognitive: This model looks low-confidence for this input. Too many atom scores are saturating at the top and bottom ends for the amount of evidence collected. 21/25 high-extreme atoms (>= 0.97), 0/25 low-extreme atoms (<= 0.03), 24 chunks, 1925 words.
  • ls_core_embodied: This model looks low-confidence for this input. Too many atom scores are saturating at the top and bottom ends for the amount of evidence collected. 38/46 high-extreme atoms (>= 0.97), 2/46 low-extreme atoms (<= 0.03), 24 chunks, 1925 words.
  • pt_band_a: This model looks low-confidence for this input. Too many atom scores are saturating at the top and bottom ends for the amount of evidence collected. 1/18 high-extreme atoms (>= 0.97), 12/18 low-extreme atoms (<= 0.08), 24 chunks, 1925 words.

Cognitive entropy

Status: low

CE is not fully saturated across LS, PT, and SM yet. Treat it as a directional signal, not a conclusion.

  • LS: 42/40 crossed at 0.96
  • PT: 2/4 crossed at 0.70
  • SM: 3/4 crossed at 0.70
Atoms crossed for CE

LS

  • LS_1 — Abstraction capacity (0.993)
  • LS_2 — Long-term conceptualization (0.998)
  • LS_3 — Interpersonal thought alignment (0.998)
  • LS_4 — Contextual adaptability (0.987)
  • LS_5 — Goal-driven interaction (0.994)
  • LS_6 — Cross-domain integration (0.995)
  • LS_7 — Procedural thinking (0.998)
  • LS_13 — Deconstructive Innovation curiosity (1.000)
  • LS_14 — Real-time problem-solving (0.999)
  • LS_16 — Real-time theory building (0.994)
  • LS_17 — Goal-creation (0.996)
  • LS_18 — Control over ambiguity (1.000)
  • LS_20 — Certainty conversion (0.999)
  • LS_22 — Self-monitoring (0.998)
  • LS_24 — Feedback adaptibility (0.995)
  • LS_32 — Expertise (0.997)
  • LS_34 — Accommodating attitude (0.997)
  • LS_36 — Free thinking with decision-making (0.996)
  • LS_38 — Begins task (0.996)
  • LS_39 — Improves work (0.973)
  • LS_44 — Available tools (0.997)
  • LS_45 — Blank canvas approach (0.986)
  • LS_48 — Behavior analysis (1.000)
  • LS_50 — Language-centric (0.998)
  • LS_52 — Mental-model-centric (0.972)
  • LS_53 — Non-linguistic symbolic thinking (0.996)
  • LS_54 — Ungodly pattern recognition (0.995)
  • LS_55 — Fuzzy boundary thinking (0.982)
  • LS_59 — Flexible attention (0.995)
  • LS_66 — Process-oriented (0.997)
  • LS_72 — Improvisation (Jugaad) (0.999)
  • LS_73 — Speed solutions real-time in-conversation problem-solving (0.999)
  • LS_75 — Situational awareness and presence of mind (Nunchi) (1.000)
  • LS_77 — Tech utilization initiative (0.989)
  • LS_78 — Asking stupid unexpected questions (0.997)
  • LS_82 — Imagination escalation via conversation (0.994)
  • LS_83 — Expert-recommendations and 1-shot suggestions (0.997)
  • LS_86 — High-fidelity social indexing (0.995)
  • LS_88 — Factual long-term retention (1.000)
  • LS_94 — Linguistic-conceptual code-switching (0.998)
  • LS_95 — Human-function indexing (0.999)
  • LS_96 — Sandbox Sharing (0.998)

PT

  • PT_7_high — Grit (high) (0.877)
  • PT_9_high — Conscentiousness (high) (0.870)

SM

  • SM_2 — Uncertainty Reduction (0.966)
  • SM_8 — Resilience & Adaptation (0.979)
  • SM_21 — Dynamic Variance & Flux (0.920)

Source data — raw productive-prior evidence

1925 words analyzed · 24 inference chunks

Underlying model data behind the CCI report. Final score is the averaged evidence score unless a chunk spike promoted it above the average.

Latent Skills (LS)

Patterns in how the person thinks, learns, solves, adapts, and communicates.

Skills — how you interact with ideas and engage others24 chunks · spike 0.96
Low reliability This model looks low-confidence for this input. Too many atom scores are saturating at the top and bottom ends for the amount of evidence collected. 10/11 high-extreme atoms (>= 0.97), 0/11 low-extreme atoms (<= 0.03), 24 chunks, 1925 words.

Reliable top 5

ID Label FinalAverageSpike Support
LS_88 Factual long-term retention
spike promoted
The disciplined retention of dense, static information (technical specs, historical precedents, or data patterns) for immediate retrieval.
 1.000 0.934 1.000 Cover letter | chunk 21 | 20 supporting chunks | "I've been an ICU nurse for nine years, the last two running the floor as a charge nurse. I still love the actual work — being useful to someone on the worst day of their life —..."
LS_91 Applied Theory of Mind
spike promoted
The real-time calibration of behavior based on an internal model of another person's mental state, intent, or emotional threshold.
 0.999 0.993 0.999 Interview | chunk 17 | 24 supporting chunks | "People underestimate how much high-stakes decision-making a nurse actually does. We're not assistants; we're the early-warning system. Patient safety over convenience or hierarc..."
LS_93 Strategic interpersonal evaluation
spike promoted
The real-time analytical process of judging which social persona or behavioral strategy will best achieve an objective in a specific encounter.
 0.999 0.994 0.999 Interview | chunk 4 | 24 supporting chunks | "Framing it as an observation to rule out, not an argument to win, is how you get a busy doctor to listen. An order came through that I was sure was wrong for that patient's situ..."
LS_95 Human-function indexing
spike promoted
The ability to identify a person's specific value or utility in a given context, matching their unique qualities to the specific needs of a situation or third party.
 0.999 0.988 0.999 Interview | chunk 14 | 24 supporting chunks | "I'd trust a tool far more if someone who'd worked the floor had shaped it. That translation feels like a real use of everything I know. I triage constantly — who's most at risk..."
LS_94 Linguistic-conceptual code-switching
spike promoted
The ability to maintain multiple distinct mental models of the same concept and translate between different expertise-vocabularies or professional frames in real-time.
 0.998 0.951 0.998 Interview | chunk 19 | 24 supporting chunks | "I act on the most dangerous likely cause and stay ready to be wrong, because in a crisis hesitation kills more than an imperfect decision. I commit, then watch closely for signs..."

Spike-promoted atoms

IDLabelFinalAverageSpikeSupport
LS_88 Factual long-term retention 1.000 0.934 1.000 Cover letter | chunk 21 | 20 supporting chunks | "I've been an ICU nurse for nine years, the last two running the floor as a charge nurse. I still love the actual work — being useful to someone on the worst day of their life —..."
LS_91 Applied Theory of Mind 0.999 0.993 0.999 Interview | chunk 17 | 24 supporting chunks | "People underestimate how much high-stakes decision-making a nurse actually does. We're not assistants; we're the early-warning system. Patient safety over convenience or hierarc..."
LS_93 Strategic interpersonal evaluation 0.999 0.994 0.999 Interview | chunk 4 | 24 supporting chunks | "Framing it as an observation to rule out, not an argument to win, is how you get a busy doctor to listen. An order came through that I was sure was wrong for that patient's situ..."
LS_95 Human-function indexing 0.999 0.988 0.999 Interview | chunk 14 | 24 supporting chunks | "I'd trust a tool far more if someone who'd worked the floor had shaped it. That translation feels like a real use of everything I know. I triage constantly — who's most at risk..."
LS_94 Linguistic-conceptual code-switching 0.998 0.951 0.998 Interview | chunk 19 | 24 supporting chunks | "I act on the most dangerous likely cause and stay ready to be wrong, because in a crisis hesitation kills more than an imperfect decision. I commit, then watch closely for signs..."

Strong shifts across chunks

  • Chunk 1 (88 words) — Interview | "When things are going wrong and someone needs to stay calm and make it work. A crashing patient, a chaotic shift — that's when I'm sharpest. I get very still and clear-headed ex..." : LS_95 Human-function indexing (0.998) · LS_91 Applied Theory of Mind (0.997) · LS_93 Strategic interpersonal evaluation (0.997) · LS_94 Linguistic-conceptual code-switching (0.970) · LS_89 Attention-capturing modulation (0.967)
  • Chunk 2 (84 words) — Interview | "No time to look anything up. I triage ruthlessly — what will kill them first gets handled first — and I delegate out loud so everyone knows their job. I keep my voice level beca..." : LS_91 Applied Theory of Mind (0.998) · LS_92 Sensory-vocal contact initiation (0.998) · LS_89 Attention-capturing modulation (0.997) · LS_93 Strategic interpersonal evaluation (0.996)
  • Chunk 3 (93 words) — Interview | "Waiting for certainty in the ICU means waiting for a body on the floor. Often — it's the part of the job I'm quietly proudest of. A patient looked stable on paper, but something..." : LS_91 Applied Theory of Mind (0.997) · LS_92 Sensory-vocal contact initiation (0.994) · LS_93 Strategic interpersonal evaluation (0.989) · LS_90 Kinetic performance control (0.986) · LS_89 Attention-capturing modulation (0.980)
  • Chunk 4 (78 words) — Interview | "Framing it as an observation to rule out, not an argument to win, is how you get a busy doctor to listen. An order came through that I was sure was wrong for that patient's situ..." : LS_93 Strategic interpersonal evaluation (0.999) · LS_91 Applied Theory of Mind (0.999) · LS_92 Sensory-vocal contact initiation (0.995) · LS_95 Human-function indexing (0.962)
  • Chunk 5 (77 words) — Interview | "I learned that raising a concern with specifics and a calm tone, framed as protecting the patient, almost always works better than either staying silent or being confrontational..." : LS_93 Strategic interpersonal evaluation (0.998) · LS_91 Applied Theory of Mind (0.998) · LS_89 Attention-capturing modulation (0.980) · LS_94 Linguistic-conceptual code-switching (0.976) · LS_92 Sensory-vocal contact initiation (0.975)
  • Chunk 6 (78 words) — Interview | "I'll take a patient off their load or pair them with someone steadier without making it a public thing. Shaming a struggling nurse just makes it worse and risks a patient. I pro..." : LS_95 Human-function indexing (0.997) · LS_92 Sensory-vocal contact initiation (0.996) · LS_93 Strategic interpersonal evaluation (0.994) · LS_91 Applied Theory of Mind (0.992) · LS_96 Sandbox Sharing (0.978)
  • Chunk 7 (79 words) — Interview | "And I always explain the 'why' behind a call, because that's what they'll need at 3am alone. The shift work more than the intensity. Nights, weekends, the toll on my body and my..." : LS_93 Strategic interpersonal evaluation (0.999) · LS_91 Applied Theory of Mind (0.999) · LS_89 Attention-capturing modulation (0.969) · LS_90 Kinetic performance control (0.961)
  • Chunk 8 (75 words) — Interview | "I'm scared a lot of jobs feel abstract and disconnected from real people. I don't want to trade meaning for a nicer schedule. Problems where real people's wellbeing is at stake..." : LS_95 Human-function indexing (0.997) · LS_93 Strategic interpersonal evaluation (0.991) · LS_91 Applied Theory of Mind (0.991) · LS_94 Linguistic-conceptual code-switching (0.987) · LS_86 High-fidelity social indexing (0.983)
  • Chunk 9 (84 words) — Interview | "The charting software actively fights us — buried alarms, endless clicks during an emergency, warnings so constant we tune them out. I've watched bad design steal attention from..." : LS_96 Sandbox Sharing (0.998) · LS_89 Attention-capturing modulation (0.992) · LS_95 Human-function indexing (0.988) · LS_93 Strategic interpersonal evaluation (0.980) · LS_91 Applied Theory of Mind (0.968)
  • Chunk 10 (81 words) — Interview | "That thinking transfers anywhere. By connecting it to something I already do. Nursing is constant learning — new equipment, new protocols — so I'm not afraid of being a beginner..." : LS_93 Strategic interpersonal evaluation (0.998) · LS_90 Kinetic performance control (0.994) · LS_91 Applied Theory of Mind (0.977) · LS_96 Sandbox Sharing (0.976) · LS_89 Attention-capturing modulation (0.964)
  • Chunk 11 (86 words) — Interview | "I need meaning and colleagues who have each other's backs, which is what the good shifts felt like. Pointless bureaucracy and work with no visible human impact. I've spent nine..." : LS_86 High-fidelity social indexing (0.995) · LS_95 Human-function indexing (0.995) · LS_88 Factual long-term retention (0.994) · LS_96 Sandbox Sharing (0.985) · LS_93 Strategic interpersonal evaluation (0.984)
  • Chunk 12 (84 words) — Interview | "I've made calls I'd take back, and the only useful response is to learn out loud so it doesn't recur. Staying calm and taking charge when things fall apart, and noticing the det..." : LS_93 Strategic interpersonal evaluation (0.998) · LS_91 Applied Theory of Mind (0.997) · LS_92 Sensory-vocal contact initiation (0.996) · LS_95 Human-function indexing (0.985) · LS_89 Attention-capturing modulation (0.983)
  • Chunk 13 (93 words) — Interview | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..." : LS_95 Human-function indexing (0.998) · LS_96 Sandbox Sharing (0.994) · LS_91 Applied Theory of Mind (0.990) · LS_93 Strategic interpersonal evaluation (0.987)
  • Chunk 14 (76 words) — Interview | "I'd trust a tool far more if someone who'd worked the floor had shaped it. That translation feels like a real use of everything I know. I triage constantly — who's most at risk..." : LS_95 Human-function indexing (0.999) · LS_93 Strategic interpersonal evaluation (0.991) · LS_86 High-fidelity social indexing (0.987) · LS_91 Applied Theory of Mind (0.980) · LS_92 Sensory-vocal contact initiation (0.964)
  • Chunk 15 (83 words) — Interview | "A discharge protocol looked fine on paper but kept sending vulnerable patients home too fast, and I saw them bounce back. I raised it with specifics and data from our own readmi..." : LS_88 Factual long-term retention (0.998) · LS_95 Human-function indexing (0.988) · LS_94 Linguistic-conceptual code-switching (0.987) · LS_91 Applied Theory of Mind (0.984) · LS_93 Strategic interpersonal evaluation (0.969)
  • Chunk 16 (91 words) — Interview | "Staying human enough to be shaken, but steady enough to function, is a balance I work at. New nurses kept freezing during codes because nobody walked them through it beforehand...." : LS_94 Linguistic-conceptual code-switching (0.994) · LS_91 Applied Theory of Mind (0.994) · LS_96 Sandbox Sharing (0.994) · LS_95 Human-function indexing (0.992) · LS_88 Factual long-term retention (0.988)
  • Chunk 17 (82 words) — Interview | "People underestimate how much high-stakes decision-making a nurse actually does. We're not assistants; we're the early-warning system. Patient safety over convenience or hierarc..." : LS_91 Applied Theory of Mind (0.999) · LS_93 Strategic interpersonal evaluation (0.999) · LS_89 Attention-capturing modulation (0.982) · LS_95 Human-function indexing (0.980) · LS_92 Sensory-vocal contact initiation (0.972)
  • Chunk 18 (82 words) — Interview | "The best teams don't need many words in a crisis. That wordless coordination under pressure, where you'd trust anyone there with your own life, is the best feeling in the work...." : LS_95 Human-function indexing (0.996) · LS_93 Strategic interpersonal evaluation (0.995) · LS_88 Factual long-term retention (0.994) · LS_91 Applied Theory of Mind (0.987) · LS_94 Linguistic-conceptual code-switching (0.983)
  • Chunk 19 (82 words) — Interview | "I act on the most dangerous likely cause and stay ready to be wrong, because in a crisis hesitation kills more than an imperfect decision. I commit, then watch closely for signs..." : LS_94 Linguistic-conceptual code-switching (0.998) · LS_93 Strategic interpersonal evaluation (0.995) · LS_91 Applied Theory of Mind (0.995)
  • Chunk 20 (68 words) — Interview | "I'm also getting more comfortable with data tools to back up what I've seen. I'd still feel unmistakably useful — my work would clearly help real patients or the people caring f..." : LS_95 Human-function indexing (0.997) · LS_94 Linguistic-conceptual code-switching (0.994) · LS_93 Strategic interpersonal evaluation (0.992) · LS_91 Applied Theory of Mind (0.991)
  • Chunk 21 (81 words) — Cover letter | "I've been an ICU nurse for nine years, the last two running the floor as a charge nurse. I still love the actual work — being useful to someone on the worst day of their life —..." : LS_88 Factual long-term retention (1.000) · LS_86 High-fidelity social indexing (0.982) · LS_95 Human-function indexing (0.974)
  • Chunk 22 (78 words) — Cover letter | "In the ICU I make high-stakes decisions with incomplete information under time pressure, all day. When a patient is crashing, I triage, delegate, stay calm, and keep a team of p..." : LS_93 Strategic interpersonal evaluation (0.998) · LS_91 Applied Theory of Mind (0.995) · LS_92 Sensory-vocal contact initiation (0.984) · LS_88 Factual long-term retention (0.984) · LS_94 Linguistic-conceptual code-switching (0.979)
  • Chunk 23 (62 words) — Cover letter | "What I don't have is a clear sense of what the outside world calls these skills or where they're valued. I know healthcare deeply from the inside, I'm calm under pressure, and I..." : LS_95 Human-function indexing (0.999) · LS_96 Sandbox Sharing (0.989) · LS_93 Strategic interpersonal evaluation (0.989) · LS_91 Applied Theory of Mind (0.978) · LS_88 Factual long-term retention (0.974)
  • Chunk 24 (60 words) — Portfolio | "Selected work: - Charge nurse: ran ICU shifts, coordinating staff, prioritizing patients, and handling crises in real time. - Trained and mentored new nurses through their first..." : LS_96 Sandbox Sharing (0.997) · LS_91 Applied Theory of Mind (0.996) · LS_95 Human-function indexing (0.995) · LS_93 Strategic interpersonal evaluation (0.987)
Full ranked list
RankIDLabelFinalAverageSpikeSupport
1 LS_88 Factual long-term retention 1.000 0.934 1.000 Cover letter | chunk 21 | 20 supporting chunks | "I've been an ICU nurse for nine years, the last two running the floor as a charge nurse. I still love the actual work — being useful to someone on the worst day of their life —..."
2 LS_91 Applied Theory of Mind 0.999 0.993 0.999 Interview | chunk 17 | 24 supporting chunks | "People underestimate how much high-stakes decision-making a nurse actually does. We're not assistants; we're the early-warning system. Patient safety over convenience or hierarc..."
3 LS_93 Strategic interpersonal evaluation 0.999 0.994 0.999 Interview | chunk 4 | 24 supporting chunks | "Framing it as an observation to rule out, not an argument to win, is how you get a busy doctor to listen. An order came through that I was sure was wrong for that patient's situ..."
4 LS_95 Human-function indexing 0.999 0.988 0.999 Interview | chunk 14 | 24 supporting chunks | "I'd trust a tool far more if someone who'd worked the floor had shaped it. That translation feels like a real use of everything I know. I triage constantly — who's most at risk..."
5 LS_94 Linguistic-conceptual code-switching 0.998 0.951 0.998 Interview | chunk 19 | 24 supporting chunks | "I act on the most dangerous likely cause and stay ready to be wrong, because in a crisis hesitation kills more than an imperfect decision. I commit, then watch closely for signs..."
6 LS_96 Sandbox Sharing 0.998 0.962 0.998 Interview | chunk 9 | 24 supporting chunks | "The charting software actively fights us — buried alarms, endless clicks during an emergency, warnings so constant we tune them out. I've watched bad design steal attention from..."
7 LS_92 Sensory-vocal contact initiation 0.998 0.939 0.998 Interview | chunk 2 | 19 supporting chunks | "No time to look anything up. I triage ruthlessly — what will kill them first gets handled first — and I delegate out loud so everyone knows their job. I keep my voice level beca..."
8 LS_89 Attention-capturing modulation 0.997 0.929 0.997 Interview | chunk 2 | 20 supporting chunks | "No time to look anything up. I triage ruthlessly — what will kill them first gets handled first — and I delegate out loud so everyone knows their job. I keep my voice level beca..."
9 LS_86 High-fidelity social indexing 0.995 0.846 0.995 Interview | chunk 11 | 19 supporting chunks | "I need meaning and colleagues who have each other's backs, which is what the good shifts felt like. Pointless bureaucracy and work with no visible human impact. I've spent nine..."
10 LS_90 Kinetic performance control 0.994 0.686 0.994 Interview | chunk 10 | 12 supporting chunks | "That thinking transfers anywhere. By connecting it to something I already do. Nursing is constant learning — new equipment, new protocols — so I'm not afraid of being a beginner..."
11 LS_87 Morphological & spatial memory 0.301 0.301 0.803 Interview | chunk 13 | 2 supporting chunks | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..."
Skills — adaptable strengths (Wild card)24 chunks · spike 0.96
Low reliability This model stayed within a normal score range for the amount of evidence collected. 10/15 high-extreme atoms (>= 0.97), 0/15 low-extreme atoms (<= 0.03), 24 chunks, 1925 words.

Reliable top 5

ID Label FinalAverageSpike Support
LS_71 Wabi-sabi
spike promoted
The ability to repair or salvage broken systems/objects in a way that is useful, repurposed, or aesthetically meaningful.
 1.000 0.806 1.000 Interview | chunk 8 | 15 supporting chunks | "I'm scared a lot of jobs feel abstract and disconnected from real people. I don't want to trade meaning for a nicer schedule. Problems where real people's wellbeing is at stake..."
LS_75 Situational awareness and presence of mind (Nunchi)
spike promoted
The ability to read implicit social signals, context, and moods to act appropriately in group settings.
 1.000 0.773 1.000 Interview | chunk 5 | 13 supporting chunks | "I learned that raising a concern with specifics and a calm tone, framed as protecting the patient, almost always works better than either staying silent or being confrontational..."
LS_73 Speed solutions real-time in-conversation problem-solving
spike promoted
The ability to solve problems mentally and immediately during a conversation without needing external tools.
 0.999 0.914 0.999 Interview | chunk 11 | 17 supporting chunks | "I need meaning and colleagues who have each other's backs, which is what the good shifts felt like. Pointless bureaucracy and work with no visible human impact. I've spent nine..."
LS_72 Improvisation (Jugaad)
spike promoted
The ability to implement low-cost, 'hacky' techniques using immediate resources to create functional temporary solutions.
 0.999 0.807 0.999 Interview | chunk 16 | 15 supporting chunks | "Staying human enough to be shaken, but steady enough to function, is a balance I work at. New nurses kept freezing during codes because nobody walked them through it beforehand...."
LS_78 Asking stupid unexpected questions
spike promoted
The ability to ask 'absurd' or fundamental questions that reveal deeper truths others might overlook.
 0.997 0.315 0.997 Cover letter | chunk 21 | 6 supporting chunks | "I've been an ICU nurse for nine years, the last two running the floor as a charge nurse. I still love the actual work — being useful to someone on the worst day of their life —..."

Spike-promoted atoms

IDLabelFinalAverageSpikeSupport
LS_71 Wabi-sabi 1.000 0.806 1.000 Interview | chunk 8 | 15 supporting chunks | "I'm scared a lot of jobs feel abstract and disconnected from real people. I don't want to trade meaning for a nicer schedule. Problems where real people's wellbeing is at stake..."
LS_75 Situational awareness and presence of mind (Nunchi) 1.000 0.773 1.000 Interview | chunk 5 | 13 supporting chunks | "I learned that raising a concern with specifics and a calm tone, framed as protecting the patient, almost always works better than either staying silent or being confrontational..."
LS_73 Speed solutions real-time in-conversation problem-solving 0.999 0.914 0.999 Interview | chunk 11 | 17 supporting chunks | "I need meaning and colleagues who have each other's backs, which is what the good shifts felt like. Pointless bureaucracy and work with no visible human impact. I've spent nine..."
LS_72 Improvisation (Jugaad) 0.999 0.807 0.999 Interview | chunk 16 | 15 supporting chunks | "Staying human enough to be shaken, but steady enough to function, is a balance I work at. New nurses kept freezing during codes because nobody walked them through it beforehand...."
LS_78 Asking stupid unexpected questions 0.997 0.315 0.997 Cover letter | chunk 21 | 6 supporting chunks | "I've been an ICU nurse for nine years, the last two running the floor as a charge nurse. I still love the actual work — being useful to someone on the worst day of their life —..."

Strong shifts across chunks

  • Chunk 1 (88 words) — Interview | "When things are going wrong and someone needs to stay calm and make it work. A crashing patient, a chaotic shift — that's when I'm sharpest. I get very still and clear-headed ex..." : LS_73 Speed solutions real-time in-conversation problem-solving (0.995) · LS_72 Improvisation (Jugaad) (0.962)
  • Chunk 2 (84 words) — Interview | "No time to look anything up. I triage ruthlessly — what will kill them first gets handled first — and I delegate out loud so everyone knows their job. I keep my voice level beca..." : LS_75 Situational awareness and presence of mind (Nunchi) (0.996)
  • Chunk 4 (78 words) — Interview | "Framing it as an observation to rule out, not an argument to win, is how you get a busy doctor to listen. An order came through that I was sure was wrong for that patient's situ..." : LS_75 Situational awareness and presence of mind (Nunchi) (0.990)
  • Chunk 5 (77 words) — Interview | "I learned that raising a concern with specifics and a calm tone, framed as protecting the patient, almost always works better than either staying silent or being confrontational..." : LS_75 Situational awareness and presence of mind (Nunchi) (1.000) · LS_84 Mood setting and mood management (0.994)
  • Chunk 6 (78 words) — Interview | "I'll take a patient off their load or pair them with someone steadier without making it a public thing. Shaming a struggling nurse just makes it worse and risks a patient. I pro..." : LS_73 Speed solutions real-time in-conversation problem-solving (0.986)
  • Chunk 7 (79 words) — Interview | "And I always explain the 'why' behind a call, because that's what they'll need at 3am alone. The shift work more than the intensity. Nights, weekends, the toll on my body and my..." : LS_78 Asking stupid unexpected questions (0.990)
  • Chunk 8 (75 words) — Interview | "I'm scared a lot of jobs feel abstract and disconnected from real people. I don't want to trade meaning for a nicer schedule. Problems where real people's wellbeing is at stake..." : LS_71 Wabi-sabi (1.000)
  • Chunk 10 (81 words) — Interview | "That thinking transfers anywhere. By connecting it to something I already do. Nursing is constant learning — new equipment, new protocols — so I'm not afraid of being a beginner..." : LS_72 Improvisation (Jugaad) (0.992) · LS_77 Tech utilization initiative (0.989)
  • Chunk 11 (86 words) — Interview | "I need meaning and colleagues who have each other's backs, which is what the good shifts felt like. Pointless bureaucracy and work with no visible human impact. I've spent nine..." : LS_73 Speed solutions real-time in-conversation problem-solving (0.999)
  • Chunk 13 (93 words) — Interview | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..." : LS_85 Persuasion (0.985) · LS_78 Asking stupid unexpected questions (0.976) · LS_77 Tech utilization initiative (0.964)
  • Chunk 14 (76 words) — Interview | "I'd trust a tool far more if someone who'd worked the floor had shaped it. That translation feels like a real use of everything I know. I triage constantly — who's most at risk..." : LS_83 Expert-recommendations and 1-shot suggestions (0.993) · LS_77 Tech utilization initiative (0.981)
  • Chunk 15 (83 words) — Interview | "A discharge protocol looked fine on paper but kept sending vulnerable patients home too fast, and I saw them bounce back. I raised it with specifics and data from our own readmi..." : LS_71 Wabi-sabi (0.995) · LS_72 Improvisation (Jugaad) (0.992)
  • Chunk 16 (91 words) — Interview | "Staying human enough to be shaken, but steady enough to function, is a balance I work at. New nurses kept freezing during codes because nobody walked them through it beforehand...." : LS_72 Improvisation (Jugaad) (0.999) · LS_73 Speed solutions real-time in-conversation problem-solving (0.989)
  • Chunk 17 (82 words) — Interview | "People underestimate how much high-stakes decision-making a nurse actually does. We're not assistants; we're the early-warning system. Patient safety over convenience or hierarc..." : LS_83 Expert-recommendations and 1-shot suggestions (0.988) · LS_77 Tech utilization initiative (0.973)
  • Chunk 18 (82 words) — Interview | "The best teams don't need many words in a crisis. That wordless coordination under pressure, where you'd trust anyone there with your own life, is the best feeling in the work...." : LS_77 Tech utilization initiative (0.986) · LS_73 Speed solutions real-time in-conversation problem-solving (0.971)
  • Chunk 19 (82 words) — Interview | "I act on the most dangerous likely cause and stay ready to be wrong, because in a crisis hesitation kills more than an imperfect decision. I commit, then watch closely for signs..." : LS_73 Speed solutions real-time in-conversation problem-solving (0.999)
  • Chunk 20 (68 words) — Interview | "I'm also getting more comfortable with data tools to back up what I've seen. I'd still feel unmistakably useful — my work would clearly help real patients or the people caring f..." : LS_83 Expert-recommendations and 1-shot suggestions (0.974)
  • Chunk 21 (81 words) — Cover letter | "I've been an ICU nurse for nine years, the last two running the floor as a charge nurse. I still love the actual work — being useful to someone on the worst day of their life —..." : LS_78 Asking stupid unexpected questions (0.997) · LS_83 Expert-recommendations and 1-shot suggestions (0.966)
  • Chunk 22 (78 words) — Cover letter | "In the ICU I make high-stakes decisions with incomplete information under time pressure, all day. When a patient is crashing, I triage, delegate, stay calm, and keep a team of p..." : LS_73 Speed solutions real-time in-conversation problem-solving (0.983) · LS_75 Situational awareness and presence of mind (Nunchi) (0.970)
  • Chunk 23 (62 words) — Cover letter | "What I don't have is a clear sense of what the outside world calls these skills or where they're valued. I know healthcare deeply from the inside, I'm calm under pressure, and I..." : LS_83 Expert-recommendations and 1-shot suggestions (0.997)
  • Chunk 24 (60 words) — Portfolio | "Selected work: - Charge nurse: ran ICU shifts, coordinating staff, prioritizing patients, and handling crises in real time. - Trained and mentored new nurses through their first..." : LS_82 Imagination escalation via conversation (0.994) · LS_73 Speed solutions real-time in-conversation problem-solving (0.978)
Full ranked list
RankIDLabelFinalAverageSpikeSupport
1 LS_71 Wabi-sabi 1.000 0.806 1.000 Interview | chunk 8 | 15 supporting chunks | "I'm scared a lot of jobs feel abstract and disconnected from real people. I don't want to trade meaning for a nicer schedule. Problems where real people's wellbeing is at stake..."
2 LS_75 Situational awareness and presence of mind (Nunchi) 1.000 0.773 1.000 Interview | chunk 5 | 13 supporting chunks | "I learned that raising a concern with specifics and a calm tone, framed as protecting the patient, almost always works better than either staying silent or being confrontational..."
3 LS_73 Speed solutions real-time in-conversation problem-solving 0.999 0.914 0.999 Interview | chunk 11 | 17 supporting chunks | "I need meaning and colleagues who have each other's backs, which is what the good shifts felt like. Pointless bureaucracy and work with no visible human impact. I've spent nine..."
4 LS_72 Improvisation (Jugaad) 0.999 0.807 0.999 Interview | chunk 16 | 15 supporting chunks | "Staying human enough to be shaken, but steady enough to function, is a balance I work at. New nurses kept freezing during codes because nobody walked them through it beforehand...."
5 LS_78 Asking stupid unexpected questions 0.997 0.315 0.997 Cover letter | chunk 21 | 6 supporting chunks | "I've been an ICU nurse for nine years, the last two running the floor as a charge nurse. I still love the actual work — being useful to someone on the worst day of their life —..."
6 LS_83 Expert-recommendations and 1-shot suggestions 0.997 0.875 0.997 Cover letter | chunk 23 | 18 supporting chunks | "What I don't have is a clear sense of what the outside world calls these skills or where they're valued. I know healthcare deeply from the inside, I'm calm under pressure, and I..."
7 LS_82 Imagination escalation via conversation 0.994 0.027 0.994 Portfolio | chunk 24 | 1 supporting chunk | "Selected work: - Charge nurse: ran ICU shifts, coordinating staff, prioritizing patients, and handling crises in real time. - Trained and mentored new nurses through their first..."
8 LS_84 Mood setting and mood management 0.994 0.221 0.994 Interview | chunk 5 | 2 supporting chunks | "I learned that raising a concern with specifics and a calm tone, framed as protecting the patient, almost always works better than either staying silent or being confrontational..."
9 LS_77 Tech utilization initiative 0.989 0.749 0.989 Interview | chunk 10 | 13 supporting chunks | "That thinking transfers anywhere. By connecting it to something I already do. Nursing is constant learning — new equipment, new protocols — so I'm not afraid of being a beginner..."
10 LS_85 Persuasion 0.985 0.535 0.985 Interview | chunk 13 | 10 supporting chunks | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..."
11 LS_81 Creating first/lasting impressions 0.153 0.153 0.939 clear evidence absent
12 LS_76 Tech innovation ideation 0.137 0.137 0.886 clear evidence absent
13 LS_80 Unconventional storytelling 0.117 0.117 0.603 clear evidence absent
14 LS_74 Aesthetic improvements 0.062 0.062 0.609 clear evidence absent
15 LS_79 Openness to outlandish absurd ideas 0.037 0.037 0.740 clear evidence absent
Skills — foundations of your thought process24 chunks · spike 0.96
Low reliability This model looks low-confidence for this input. Too many atom scores are saturating at the top and bottom ends for the amount of evidence collected. 21/25 high-extreme atoms (>= 0.97), 0/25 low-extreme atoms (<= 0.03), 24 chunks, 1925 words.

Reliable top 5

ID Label FinalAverageSpike Support
LS_14 Real-time problem-solving
spike promoted
The cognitive skill to maintain high productivity and provide immediate solutions during active, unfolding problems.
 0.999 0.943 0.999 Interview | chunk 1 | 17 supporting chunks | "When things are going wrong and someone needs to stay calm and make it work. A crashing patient, a chaotic shift — that's when I'm sharpest. I get very still and clear-headed ex..."
LS_21 Self-reflection
spike promoted
The capacity to accurately reflect on one's own thought processes, behaviors, and motivations retrospectively.
 0.999 0.949 0.999 Interview | chunk 12 | 18 supporting chunks | "I've made calls I'd take back, and the only useful response is to learn out loud so it doesn't recur. Staying calm and taking charge when things fall apart, and noticing the det..."
LS_50 Language-centric
spike promoted
Cognitive processing occurs through writing, speaking, and linguistic structures.
 0.998 0.828 0.998 Interview | chunk 14 | 16 supporting chunks | "I'd trust a tool far more if someone who'd worked the floor had shaped it. That translation feels like a real use of everything I know. I triage constantly — who's most at risk..."
LS_7 Procedural thinking
spike promoted
The skill to systematically develop algorithms, workflows, flowcharts, and logical sequences to reach a goal in an orderly, reproducible fashion.
 0.998 0.881 0.998 Interview | chunk 4 | 17 supporting chunks | "Framing it as an observation to rule out, not an argument to win, is how you get a busy doctor to listen. An order came through that I was sure was wrong for that patient's situ..."
LS_51 Data-centric
spike promoted
Cognitive processing is occurs through data, numerical trends, and factual patterns.
 0.998 0.935 0.998 Interview | chunk 7 | 21 supporting chunks | "And I always explain the 'why' behind a call, because that's what they'll need at 3am alone. The shift work more than the intensity. Nights, weekends, the toll on my body and my..."

Spike-promoted atoms

IDLabelFinalAverageSpikeSupport
LS_14 Real-time problem-solving 0.999 0.943 0.999 Interview | chunk 1 | 17 supporting chunks | "When things are going wrong and someone needs to stay calm and make it work. A crashing patient, a chaotic shift — that's when I'm sharpest. I get very still and clear-headed ex..."
LS_21 Self-reflection 0.999 0.949 0.999 Interview | chunk 12 | 18 supporting chunks | "I've made calls I'd take back, and the only useful response is to learn out loud so it doesn't recur. Staying calm and taking charge when things fall apart, and noticing the det..."
LS_50 Language-centric 0.998 0.828 0.998 Interview | chunk 14 | 16 supporting chunks | "I'd trust a tool far more if someone who'd worked the floor had shaped it. That translation feels like a real use of everything I know. I triage constantly — who's most at risk..."
LS_7 Procedural thinking 0.998 0.881 0.998 Interview | chunk 4 | 17 supporting chunks | "Framing it as an observation to rule out, not an argument to win, is how you get a busy doctor to listen. An order came through that I was sure was wrong for that patient's situ..."
LS_51 Data-centric 0.998 0.935 0.998 Interview | chunk 7 | 21 supporting chunks | "And I always explain the 'why' behind a call, because that's what they'll need at 3am alone. The shift work more than the intensity. Nights, weekends, the toll on my body and my..."

Strong shifts across chunks

  • Chunk 1 (88 words) — Interview | "When things are going wrong and someone needs to stay calm and make it work. A crashing patient, a chaotic shift — that's when I'm sharpest. I get very still and clear-headed ex..." : LS_14 Real-time problem-solving (0.999) · LS_22 Self-monitoring (0.996) · LS_5 Goal-driven interaction (0.986) · LS_16 Real-time theory building (0.984)
  • Chunk 2 (84 words) — Interview | "No time to look anything up. I triage ruthlessly — what will kill them first gets handled first — and I delegate out loud so everyone knows their job. I keep my voice level beca..." : LS_21 Self-reflection (0.997) · LS_22 Self-monitoring (0.994) · LS_14 Real-time problem-solving (0.984) · LS_5 Goal-driven interaction (0.968) · LS_3 Interpersonal thought alignment (0.968)
  • Chunk 3 (93 words) — Interview | "Waiting for certainty in the ICU means waiting for a body on the floor. Often — it's the part of the job I'm quietly proudest of. A patient looked stable on paper, but something..." : LS_17 Goal-creation (0.996) · LS_25 Curiosity (0.993) · LS_51 Data-centric (0.962)
  • Chunk 4 (78 words) — Interview | "Framing it as an observation to rule out, not an argument to win, is how you get a busy doctor to listen. An order came through that I was sure was wrong for that patient's situ..." : LS_7 Procedural thinking (0.998) · LS_14 Real-time problem-solving (0.990) · LS_22 Self-monitoring (0.968)
  • Chunk 5 (77 words) — Interview | "I learned that raising a concern with specifics and a calm tone, framed as protecting the patient, almost always works better than either staying silent or being confrontational..." : LS_22 Self-monitoring (0.998) · LS_5 Goal-driven interaction (0.994) · LS_3 Interpersonal thought alignment (0.994) · LS_23 Post-conversation analysis (0.991) · LS_24 Feedback adaptibility (0.990)
  • Chunk 6 (78 words) — Interview | "I'll take a patient off their load or pair them with someone steadier without making it a public thing. Shaming a struggling nurse just makes it worse and risks a patient. I pro..." : LS_21 Self-reflection (0.998) · LS_27 Realistically bound imagination (0.996) · LS_14 Real-time problem-solving (0.995) · LS_54 Ungodly pattern recognition (0.988) · LS_22 Self-monitoring (0.986)
  • Chunk 7 (79 words) — Interview | "And I always explain the 'why' behind a call, because that's what they'll need at 3am alone. The shift work more than the intensity. Nights, weekends, the toll on my body and my..." : LS_51 Data-centric (0.998) · LS_2 Long-term conceptualization (0.985) · LS_54 Ungodly pattern recognition (0.965) · LS_5 Goal-driven interaction (0.961)
  • Chunk 8 (75 words) — Interview | "I'm scared a lot of jobs feel abstract and disconnected from real people. I don't want to trade meaning for a nicer schedule. Problems where real people's wellbeing is at stake..." : LS_3 Interpersonal thought alignment (0.998) · LS_53 Non-linguistic symbolic thinking (0.996) · LS_21 Self-reflection (0.991) · LS_17 Goal-creation (0.991) · LS_27 Realistically bound imagination (0.988)
  • Chunk 9 (84 words) — Interview | "The charting software actively fights us — buried alarms, endless clicks during an emergency, warnings so constant we tune them out. I've watched bad design steal attention from..." : LS_54 Ungodly pattern recognition (0.995) · LS_7 Procedural thinking (0.981)
  • Chunk 10 (81 words) — Interview | "That thinking transfers anywhere. By connecting it to something I already do. Nursing is constant learning — new equipment, new protocols — so I'm not afraid of being a beginner..." : LS_21 Self-reflection (0.997) · LS_27 Realistically bound imagination (0.995) · LS_6 Cross-domain integration (0.995) · LS_14 Real-time problem-solving (0.995) · LS_16 Real-time theory building (0.987)
  • Chunk 11 (86 words) — Interview | "I need meaning and colleagues who have each other's backs, which is what the good shifts felt like. Pointless bureaucracy and work with no visible human impact. I've spent nine..." : LS_2 Long-term conceptualization (0.998) · LS_21 Self-reflection (0.989) · LS_7 Procedural thinking (0.984)
  • Chunk 12 (84 words) — Interview | "I've made calls I'd take back, and the only useful response is to learn out loud so it doesn't recur. Staying calm and taking charge when things fall apart, and noticing the det..." : LS_21 Self-reflection (0.999) · LS_24 Feedback adaptibility (0.993) · LS_5 Goal-driven interaction (0.991) · LS_23 Post-conversation analysis (0.987) · LS_50 Language-centric (0.986)
  • Chunk 13 (93 words) — Interview | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..." : LS_51 Data-centric (0.997) · LS_2 Long-term conceptualization (0.984) · LS_54 Ungodly pattern recognition (0.975) · LS_3 Interpersonal thought alignment (0.971)
  • Chunk 14 (76 words) — Interview | "I'd trust a tool far more if someone who'd worked the floor had shaped it. That translation feels like a real use of everything I know. I triage constantly — who's most at risk..." : LS_50 Language-centric (0.998) · LS_22 Self-monitoring (0.998) · LS_21 Self-reflection (0.993) · LS_14 Real-time problem-solving (0.987) · LS_3 Interpersonal thought alignment (0.985)
  • Chunk 15 (83 words) — Interview | "A discharge protocol looked fine on paper but kept sending vulnerable patients home too fast, and I saw them bounce back. I raised it with specifics and data from our own readmi..." : LS_24 Feedback adaptibility (0.995) · LS_21 Self-reflection (0.993) · LS_51 Data-centric (0.976)
  • Chunk 16 (91 words) — Interview | "Staying human enough to be shaken, but steady enough to function, is a balance I work at. New nurses kept freezing during codes because nobody walked them through it beforehand...." : LS_7 Procedural thinking (0.998) · LS_14 Real-time problem-solving (0.997) · LS_51 Data-centric (0.994)
  • Chunk 17 (82 words) — Interview | "People underestimate how much high-stakes decision-making a nurse actually does. We're not assistants; we're the early-warning system. Patient safety over convenience or hierarc..." : LS_3 Interpersonal thought alignment (0.997) · LS_22 Self-monitoring (0.997) · LS_17 Goal-creation (0.992) · LS_51 Data-centric (0.989) · LS_27 Realistically bound imagination (0.983)
  • Chunk 18 (82 words) — Interview | "The best teams don't need many words in a crisis. That wordless coordination under pressure, where you'd trust anyone there with your own life, is the best feeling in the work...." : LS_50 Language-centric (0.997) · LS_21 Self-reflection (0.995) · LS_22 Self-monitoring (0.991) · LS_24 Feedback adaptibility (0.986) · LS_23 Post-conversation analysis (0.985)
  • Chunk 19 (82 words) — Interview | "I act on the most dangerous likely cause and stay ready to be wrong, because in a crisis hesitation kills more than an imperfect decision. I commit, then watch closely for signs..." : LS_3 Interpersonal thought alignment (0.998) · LS_53 Non-linguistic symbolic thinking (0.975) · LS_22 Self-monitoring (0.971)
  • Chunk 20 (68 words) — Interview | "I'm also getting more comfortable with data tools to back up what I've seen. I'd still feel unmistakably useful — my work would clearly help real patients or the people caring f..." : LS_21 Self-reflection (0.994) · LS_3 Interpersonal thought alignment (0.994) · LS_25 Curiosity (0.984) · LS_51 Data-centric (0.983) · LS_24 Feedback adaptibility (0.980)
  • Chunk 21 (81 words) — Cover letter | "I've been an ICU nurse for nine years, the last two running the floor as a charge nurse. I still love the actual work — being useful to someone on the worst day of their life —..." : LS_25 Curiosity (0.988) · LS_2 Long-term conceptualization (0.977) · LS_7 Procedural thinking (0.968)
  • Chunk 22 (78 words) — Cover letter | "In the ICU I make high-stakes decisions with incomplete information under time pressure, all day. When a patient is crashing, I triage, delegate, stay calm, and keep a team of p..." : LS_14 Real-time problem-solving (0.999) · LS_16 Real-time theory building (0.994) · LS_22 Self-monitoring (0.973)
  • Chunk 23 (62 words) — Cover letter | "What I don't have is a clear sense of what the outside world calls these skills or where they're valued. I know healthcare deeply from the inside, I'm calm under pressure, and I..." : LS_21 Self-reflection (0.997) · LS_1 Abstraction capacity (0.993) · LS_3 Interpersonal thought alignment (0.993) · LS_25 Curiosity (0.991) · LS_27 Realistically bound imagination (0.987)
  • Chunk 24 (60 words) — Portfolio | "Selected work: - Charge nurse: ran ICU shifts, coordinating staff, prioritizing patients, and handling crises in real time. - Trained and mentored new nurses through their first..." : LS_14 Real-time problem-solving (0.999) · LS_7 Procedural thinking (0.996) · LS_16 Real-time theory building (0.964)
Full ranked list
RankIDLabelFinalAverageSpikeSupport
1 LS_14 Real-time problem-solving 0.999 0.943 0.999 Interview | chunk 1 | 17 supporting chunks | "When things are going wrong and someone needs to stay calm and make it work. A crashing patient, a chaotic shift — that's when I'm sharpest. I get very still and clear-headed ex..."
2 LS_21 Self-reflection 0.999 0.949 0.999 Interview | chunk 12 | 18 supporting chunks | "I've made calls I'd take back, and the only useful response is to learn out loud so it doesn't recur. Staying calm and taking charge when things fall apart, and noticing the det..."
3 LS_50 Language-centric 0.998 0.828 0.998 Interview | chunk 14 | 16 supporting chunks | "I'd trust a tool far more if someone who'd worked the floor had shaped it. That translation feels like a real use of everything I know. I triage constantly — who's most at risk..."
4 LS_7 Procedural thinking 0.998 0.881 0.998 Interview | chunk 4 | 17 supporting chunks | "Framing it as an observation to rule out, not an argument to win, is how you get a busy doctor to listen. An order came through that I was sure was wrong for that patient's situ..."
5 LS_51 Data-centric 0.998 0.935 0.998 Interview | chunk 7 | 21 supporting chunks | "And I always explain the 'why' behind a call, because that's what they'll need at 3am alone. The shift work more than the intensity. Nights, weekends, the toll on my body and my..."
6 LS_3 Interpersonal thought alignment 0.998 0.908 0.998 Interview | chunk 8 | 16 supporting chunks | "I'm scared a lot of jobs feel abstract and disconnected from real people. I don't want to trade meaning for a nicer schedule. Problems where real people's wellbeing is at stake..."
7 LS_2 Long-term conceptualization 0.998 0.699 0.998 Interview | chunk 11 | 13 supporting chunks | "I need meaning and colleagues who have each other's backs, which is what the good shifts felt like. Pointless bureaucracy and work with no visible human impact. I've spent nine..."
8 LS_22 Self-monitoring 0.998 0.938 0.998 Interview | chunk 14 | 16 supporting chunks | "I'd trust a tool far more if someone who'd worked the floor had shaped it. That translation feels like a real use of everything I know. I triage constantly — who's most at risk..."
9 LS_17 Goal-creation 0.996 0.852 0.996 Interview | chunk 3 | 17 supporting chunks | "Waiting for certainty in the ICU means waiting for a body on the floor. Often — it's the part of the job I'm quietly proudest of. A patient looked stable on paper, but something..."
10 LS_27 Realistically bound imagination 0.996 0.819 0.996 Interview | chunk 6 | 14 supporting chunks | "I'll take a patient off their load or pair them with someone steadier without making it a public thing. Shaming a struggling nurse just makes it worse and risks a patient. I pro..."
11 LS_53 Non-linguistic symbolic thinking 0.996 0.726 0.996 Interview | chunk 8 | 12 supporting chunks | "I'm scared a lot of jobs feel abstract and disconnected from real people. I don't want to trade meaning for a nicer schedule. Problems where real people's wellbeing is at stake..."
12 LS_54 Ungodly pattern recognition 0.995 0.890 0.995 Interview | chunk 9 | 19 supporting chunks | "The charting software actively fights us — buried alarms, endless clicks during an emergency, warnings so constant we tune them out. I've watched bad design steal attention from..."
13 LS_6 Cross-domain integration 0.995 0.591 0.995 Interview | chunk 10 | 10 supporting chunks | "That thinking transfers anywhere. By connecting it to something I already do. Nursing is constant learning — new equipment, new protocols — so I'm not afraid of being a beginner..."
14 LS_24 Feedback adaptibility 0.995 0.899 0.995 Interview | chunk 15 | 20 supporting chunks | "A discharge protocol looked fine on paper but kept sending vulnerable patients home too fast, and I saw them bounce back. I raised it with specifics and data from our own readmi..."
15 LS_5 Goal-driven interaction 0.994 0.906 0.994 Interview | chunk 5 | 22 supporting chunks | "I learned that raising a concern with specifics and a calm tone, framed as protecting the patient, almost always works better than either staying silent or being confrontational..."
16 LS_16 Real-time theory building 0.994 0.805 0.994 Cover letter | chunk 22 | 16 supporting chunks | "In the ICU I make high-stakes decisions with incomplete information under time pressure, all day. When a patient is crashing, I triage, delegate, stay calm, and keep a team of p..."
17 LS_1 Abstraction capacity 0.993 0.758 0.993 Cover letter | chunk 23 | 15 supporting chunks | "What I don't have is a clear sense of what the outside world calls these skills or where they're valued. I know healthcare deeply from the inside, I'm calm under pressure, and I..."
18 LS_25 Curiosity 0.993 0.860 0.993 Interview | chunk 3 | 17 supporting chunks | "Waiting for certainty in the ICU means waiting for a body on the floor. Often — it's the part of the job I'm quietly proudest of. A patient looked stable on paper, but something..."
19 LS_23 Post-conversation analysis 0.991 0.685 0.991 Interview | chunk 5 | 13 supporting chunks | "I learned that raising a concern with specifics and a calm tone, framed as protecting the patient, almost always works better than either staying silent or being confrontational..."
20 LS_4 Contextual adaptability 0.987 0.763 0.987 Cover letter | chunk 23 | 16 supporting chunks | "What I don't have is a clear sense of what the outside world calls these skills or where they're valued. I know healthcare deeply from the inside, I'm calm under pressure, and I..."
21 LS_52 Mental-model-centric 0.972 0.729 0.972 Interview | chunk 14 | 15 supporting chunks | "I'd trust a tool far more if someone who'd worked the floor had shaped it. That translation feels like a real use of everything I know. I triage constantly — who's most at risk..."
22 LS_15 Cognitive flexibility 0.303 0.303 0.872 Cover letter | chunk 23 | 6 supporting chunks | "What I don't have is a clear sense of what the outside world calls these skills or where they're valued. I know healthcare deeply from the inside, I'm calm under pressure, and I..."
23 LS_28 Creatively integrated imagination 0.181 0.181 0.866 clear evidence absent
24 LS_0 Big vision-oriented thinking 0.147 0.147 0.923 clear evidence absent
25 LS_26 Fantastical imagination 0.064 0.064 0.782 clear evidence absent
Skills — hands-on & physical24 chunks · spike 0.96
Low reliability This model looks low-confidence for this input. Too many atom scores are saturating at the top and bottom ends for the amount of evidence collected. 38/46 high-extreme atoms (>= 0.97), 2/46 low-extreme atoms (<= 0.03), 24 chunks, 1925 words.

Reliable top 5

ID Label FinalAverageSpike Support
LS_18 Control over ambiguity
spike promoted
The ability to manage stress and maintain effective methods when faced with ambiguous requirements, staying resilient and cognitively fluid.
 1.000 0.764 1.000 Interview | chunk 1 | 13 supporting chunks | "When things are going wrong and someone needs to stay calm and make it work. A crashing patient, a chaotic shift — that's when I'm sharpest. I get very still and clear-headed ex..."
LS_62 Walking and travel strain
spike promoted
High physical endurance for roles requiring constant movement, walking, or mobility.
 1.000 0.333 1.000 Cover letter | chunk 22 | 7 supporting chunks | "In the ICU I make high-stakes decisions with incomplete information under time pressure, all day. When a patient is crashing, I triage, delegate, stay calm, and keep a team of p..."
LS_37 Instruction and protocol mastery
spike promoted
The ability to follow instructions and protocols well as per defined guidelines or standard operating procedures.
 1.000 0.299 1.000 Interview | chunk 15 | 7 supporting chunks | "A discharge protocol looked fine on paper but kept sending vulnerable patients home too fast, and I saw them bounce back. I raised it with specifics and data from our own readmi..."
LS_12 Efficiency prioritization
spike promoted
An implicit focus on achieving goals by first identifying redundancies, bottlenecks, and errors to optimize the foundation of a process.
 1.000 0.748 1.000 Interview | chunk 18 | 11 supporting chunks | "The best teams don't need many words in a crisis. That wordless coordination under pressure, where you'd trust anyone there with your own life, is the best feeling in the work...."
LS_41 Balance restoring
spike promoted
The skill to mitigate escalating biases or tensions and align conflicting views toward a common consensus.
 1.000 0.551 1.000 Portfolio | chunk 24 | 8 supporting chunks | "Selected work: - Charge nurse: ran ICU shifts, coordinating staff, prioritizing patients, and handling crises in real time. - Trained and mentored new nurses through their first..."

Spike-promoted atoms

IDLabelFinalAverageSpikeSupport
LS_18 Control over ambiguity 1.000 0.764 1.000 Interview | chunk 1 | 13 supporting chunks | "When things are going wrong and someone needs to stay calm and make it work. A crashing patient, a chaotic shift — that's when I'm sharpest. I get very still and clear-headed ex..."
LS_62 Walking and travel strain 1.000 0.333 1.000 Cover letter | chunk 22 | 7 supporting chunks | "In the ICU I make high-stakes decisions with incomplete information under time pressure, all day. When a patient is crashing, I triage, delegate, stay calm, and keep a team of p..."
LS_37 Instruction and protocol mastery 1.000 0.299 1.000 Interview | chunk 15 | 7 supporting chunks | "A discharge protocol looked fine on paper but kept sending vulnerable patients home too fast, and I saw them bounce back. I raised it with specifics and data from our own readmi..."
LS_12 Efficiency prioritization 1.000 0.748 1.000 Interview | chunk 18 | 11 supporting chunks | "The best teams don't need many words in a crisis. That wordless coordination under pressure, where you'd trust anyone there with your own life, is the best feeling in the work...."
LS_41 Balance restoring 1.000 0.551 1.000 Portfolio | chunk 24 | 8 supporting chunks | "Selected work: - Charge nurse: ran ICU shifts, coordinating staff, prioritizing patients, and handling crises in real time. - Trained and mentored new nurses through their first..."

Strong shifts across chunks

  • Chunk 1 (88 words) — Interview | "When things are going wrong and someone needs to stay calm and make it work. A crashing patient, a chaotic shift — that's when I'm sharpest. I get very still and clear-headed ex..." : LS_18 Control over ambiguity (1.000)
  • Chunk 2 (84 words) — Interview | "No time to look anything up. I triage ruthlessly — what will kill them first gets handled first — and I delegate out loud so everyone knows their job. I keep my voice level beca..." : LS_35 Rigid focus (1.000) · LS_18 Control over ambiguity (0.994) · LS_12 Efficiency prioritization (0.991) · LS_69 Quantity-oriented (0.991) · LS_59 Flexible attention (0.989)
  • Chunk 3 (93 words) — Interview | "Waiting for certainty in the ICU means waiting for a body on the floor. Often — it's the part of the job I'm quietly proudest of. A patient looked stable on paper, but something..." : LS_56 Rigid boundary thinking (1.000) · LS_19 Control over certainty (0.997)
  • Chunk 4 (78 words) — Interview | "Framing it as an observation to rule out, not an argument to win, is how you get a busy doctor to listen. An order came through that I was sure was wrong for that patient's situ..." : LS_37 Instruction and protocol mastery (0.999) · LS_56 Rigid boundary thinking (0.999) · LS_19 Control over certainty (0.993) · LS_42 Trust inspiring (0.990) · LS_66 Process-oriented (0.983)
  • Chunk 5 (77 words) — Interview | "I learned that raising a concern with specifics and a calm tone, framed as protecting the patient, almost always works better than either staying silent or being confrontational..." : LS_48 Behavior analysis (0.999) · LS_34 Accommodating attitude (0.993)
  • Chunk 6 (78 words) — Interview | "I'll take a patient off their load or pair them with someone steadier without making it a public thing. Shaming a struggling nurse just makes it worse and risks a patient. I pro..." : LS_48 Behavior analysis (0.999) · LS_8 Interpersonal warmth (0.999) · LS_12 Efficiency prioritization (0.996) · LS_65 Collaborative-Team excellence (0.992) · LS_63 Fitness demanding (0.989)
  • Chunk 7 (79 words) — Interview | "And I always explain the 'why' behind a call, because that's what they'll need at 3am alone. The shift work more than the intensity. Nights, weekends, the toll on my body and my..." : LS_9 Empathy-driven collaboration (0.994) · LS_8 Interpersonal warmth (0.992)
  • Chunk 8 (75 words) — Interview | "I'm scared a lot of jobs feel abstract and disconnected from real people. I don't want to trade meaning for a nicer schedule. Problems where real people's wellbeing is at stake..." : LS_13 Deconstructive Innovation curiosity (1.000) · LS_11 Tool-driven mindset (0.999) · LS_20 Certainty conversion (0.988)
  • Chunk 9 (84 words) — Interview | "The charting software actively fights us — buried alarms, endless clicks during an emergency, warnings so constant we tune them out. I've watched bad design steal attention from..." : LS_57 Predominantly narrow attention (0.998) · LS_19 Control over certainty (0.966) · LS_12 Efficiency prioritization (0.960)
  • Chunk 10 (81 words) — Interview | "That thinking transfers anywhere. By connecting it to something I already do. Nursing is constant learning — new equipment, new protocols — so I'm not afraid of being a beginner..." : LS_19 Control over certainty (1.000) · LS_37 Instruction and protocol mastery (0.998) · LS_44 Available tools (0.993)
  • Chunk 11 (86 words) — Interview | "I need meaning and colleagues who have each other's backs, which is what the good shifts felt like. Pointless bureaucracy and work with no visible human impact. I've spent nine..." : LS_12 Efficiency prioritization (1.000) · LS_67 Result-oriented (1.000) · LS_44 Available tools (0.997) · LS_34 Accommodating attitude (0.995) · LS_47 Task-focused (0.990)
  • Chunk 12 (84 words) — Interview | "I've made calls I'd take back, and the only useful response is to learn out loud so it doesn't recur. Staying calm and taking charge when things fall apart, and noticing the det..." : LS_35 Rigid focus (0.998) · LS_68 Quality-oriented (0.974)
  • Chunk 13 (93 words) — Interview | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..." : LS_41 Balance restoring (1.000) · LS_48 Behavior analysis (1.000) · LS_20 Certainty conversion (0.999) · LS_19 Control over certainty (0.998) · LS_47 Task-focused (0.998)
  • Chunk 14 (76 words) — Interview | "I'd trust a tool far more if someone who'd worked the floor had shaped it. That translation feels like a real use of everything I know. I triage constantly — who's most at risk..." : LS_67 Result-oriented (0.995) · LS_35 Rigid focus (0.993) · LS_42 Trust inspiring (0.978) · LS_36 Free thinking with decision-making (0.975) · LS_70 Time-space-oriented (0.974)
  • Chunk 15 (83 words) — Interview | "A discharge protocol looked fine on paper but kept sending vulnerable patients home too fast, and I saw them bounce back. I raised it with specifics and data from our own readmi..." : LS_37 Instruction and protocol mastery (1.000) · LS_19 Control over certainty (1.000) · LS_56 Rigid boundary thinking (0.998)
  • Chunk 16 (91 words) — Interview | "Staying human enough to be shaken, but steady enough to function, is a balance I work at. New nurses kept freezing during codes because nobody walked them through it beforehand...." : LS_36 Free thinking with decision-making (0.996) · LS_59 Flexible attention (0.986) · LS_34 Accommodating attitude (0.985)
  • Chunk 17 (82 words) — Interview | "People underestimate how much high-stakes decision-making a nurse actually does. We're not assistants; we're the early-warning system. Patient safety over convenience or hierarc..." : LS_42 Trust inspiring (1.000) · LS_48 Behavior analysis (0.999) · LS_56 Rigid boundary thinking (0.997) · LS_9 Empathy-driven collaboration (0.981) · LS_67 Result-oriented (0.965)
  • Chunk 18 (82 words) — Interview | "The best teams don't need many words in a crisis. That wordless coordination under pressure, where you'd trust anyone there with your own life, is the best feeling in the work...." : LS_12 Efficiency prioritization (1.000) · LS_11 Tool-driven mindset (0.994) · LS_44 Available tools (0.979)
  • Chunk 19 (82 words) — Interview | "I act on the most dangerous likely cause and stay ready to be wrong, because in a crisis hesitation kills more than an imperfect decision. I commit, then watch closely for signs..." : LS_56 Rigid boundary thinking (0.999) · LS_32 Expertise (0.997) · LS_18 Control over ambiguity (0.996) · LS_20 Certainty conversion (0.994) · LS_40 Finishes work (0.992)
  • Chunk 20 (68 words) — Interview | "I'm also getting more comfortable with data tools to back up what I've seen. I'd still feel unmistakably useful — my work would clearly help real patients or the people caring f..." : LS_44 Available tools (0.996)
  • Chunk 21 (81 words) — Cover letter | "I've been an ICU nurse for nine years, the last two running the floor as a charge nurse. I still love the actual work — being useful to someone on the worst day of their life —..." : LS_47 Task-focused (0.998) · LS_62 Walking and travel strain (0.998) · LS_38 Begins task (0.996) · LS_8 Interpersonal warmth (0.996) · LS_63 Fitness demanding (0.995)
  • Chunk 22 (78 words) — Cover letter | "In the ICU I make high-stakes decisions with incomplete information under time pressure, all day. When a patient is crashing, I triage, delegate, stay calm, and keep a team of p..." : LS_62 Walking and travel strain (1.000)
  • Chunk 23 (62 words) — Cover letter | "What I don't have is a clear sense of what the outside world calls these skills or where they're valued. I know healthcare deeply from the inside, I'm calm under pressure, and I..." : LS_40 Finishes work (1.000) · LS_18 Control over ambiguity (0.989) · LS_9 Empathy-driven collaboration (0.988) · LS_56 Rigid boundary thinking (0.980)
  • Chunk 24 (60 words) — Portfolio | "Selected work: - Charge nurse: ran ICU shifts, coordinating staff, prioritizing patients, and handling crises in real time. - Trained and mentored new nurses through their first..." : LS_41 Balance restoring (1.000)
Full ranked list
RankIDLabelFinalAverageSpikeSupport
1 LS_18 Control over ambiguity 1.000 0.764 1.000 Interview | chunk 1 | 13 supporting chunks | "When things are going wrong and someone needs to stay calm and make it work. A crashing patient, a chaotic shift — that's when I'm sharpest. I get very still and clear-headed ex..."
2 LS_62 Walking and travel strain 1.000 0.333 1.000 Cover letter | chunk 22 | 7 supporting chunks | "In the ICU I make high-stakes decisions with incomplete information under time pressure, all day. When a patient is crashing, I triage, delegate, stay calm, and keep a team of p..."
3 LS_37 Instruction and protocol mastery 1.000 0.299 1.000 Interview | chunk 15 | 7 supporting chunks | "A discharge protocol looked fine on paper but kept sending vulnerable patients home too fast, and I saw them bounce back. I raised it with specifics and data from our own readmi..."
4 LS_12 Efficiency prioritization 1.000 0.748 1.000 Interview | chunk 18 | 11 supporting chunks | "The best teams don't need many words in a crisis. That wordless coordination under pressure, where you'd trust anyone there with your own life, is the best feeling in the work...."
5 LS_41 Balance restoring 1.000 0.551 1.000 Portfolio | chunk 24 | 8 supporting chunks | "Selected work: - Charge nurse: ran ICU shifts, coordinating staff, prioritizing patients, and handling crises in real time. - Trained and mentored new nurses through their first..."
6 LS_56 Rigid boundary thinking 1.000 0.798 1.000 Interview | chunk 3 | 15 supporting chunks | "Waiting for certainty in the ICU means waiting for a body on the floor. Often — it's the part of the job I'm quietly proudest of. A patient looked stable on paper, but something..."
7 LS_40 Finishes work 1.000 0.368 1.000 Cover letter | chunk 23 | 8 supporting chunks | "What I don't have is a clear sense of what the outside world calls these skills or where they're valued. I know healthcare deeply from the inside, I'm calm under pressure, and I..."
8 LS_42 Trust inspiring 1.000 0.581 1.000 Interview | chunk 17 | 10 supporting chunks | "People underestimate how much high-stakes decision-making a nurse actually does. We're not assistants; we're the early-warning system. Patient safety over convenience or hierarc..."
9 LS_48 Behavior analysis 1.000 0.740 1.000 Interview | chunk 13 | 10 supporting chunks | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..."
10 LS_35 Rigid focus 1.000 0.670 1.000 Interview | chunk 2 | 13 supporting chunks | "No time to look anything up. I triage ruthlessly — what will kill them first gets handled first — and I delegate out loud so everyone knows their job. I keep my voice level beca..."
11 LS_13 Deconstructive Innovation curiosity 1.000 0.312 1.000 Interview | chunk 8 | 6 supporting chunks | "I'm scared a lot of jobs feel abstract and disconnected from real people. I don't want to trade meaning for a nicer schedule. Problems where real people's wellbeing is at stake..."
12 LS_67 Result-oriented 1.000 0.251 1.000 Interview | chunk 11 | 8 supporting chunks | "I need meaning and colleagues who have each other's backs, which is what the good shifts felt like. Pointless bureaucracy and work with no visible human impact. I've spent nine..."
13 LS_19 Control over certainty 1.000 0.675 1.000 Interview | chunk 15 | 12 supporting chunks | "A discharge protocol looked fine on paper but kept sending vulnerable patients home too fast, and I saw them bounce back. I raised it with specifics and data from our own readmi..."
14 LS_8 Interpersonal warmth 0.999 0.296 0.999 Interview | chunk 6 | 7 supporting chunks | "I'll take a patient off their load or pair them with someone steadier without making it a public thing. Shaming a struggling nurse just makes it worse and risks a patient. I pro..."
15 LS_11 Tool-driven mindset 0.999 0.187 0.999 Interview | chunk 8 | 6 supporting chunks | "I'm scared a lot of jobs feel abstract and disconnected from real people. I don't want to trade meaning for a nicer schedule. Problems where real people's wellbeing is at stake..."
16 LS_20 Certainty conversion 0.999 0.321 0.999 Interview | chunk 13 | 8 supporting chunks | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..."
17 LS_47 Task-focused 0.998 0.392 0.998 Cover letter | chunk 21 | 6 supporting chunks | "I've been an ICU nurse for nine years, the last two running the floor as a charge nurse. I still love the actual work — being useful to someone on the worst day of their life —..."
18 LS_57 Predominantly narrow attention 0.998 0.090 0.998 Interview | chunk 9 | 4 supporting chunks | "The charting software actively fights us — buried alarms, endless clicks during an emergency, warnings so constant we tune them out. I've watched bad design steal attention from..."
19 LS_34 Accommodating attitude 0.997 0.462 0.997 Interview | chunk 13 | 9 supporting chunks | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..."
20 LS_32 Expertise 0.997 0.395 0.997 Interview | chunk 19 | 8 supporting chunks | "I act on the most dangerous likely cause and stay ready to be wrong, because in a crisis hesitation kills more than an imperfect decision. I commit, then watch closely for signs..."
21 LS_66 Process-oriented 0.997 0.317 0.997 Interview | chunk 13 | 8 supporting chunks | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..."
22 LS_44 Available tools 0.997 0.610 0.997 Interview | chunk 11 | 11 supporting chunks | "I need meaning and colleagues who have each other's backs, which is what the good shifts felt like. Pointless bureaucracy and work with no visible human impact. I've spent nine..."
23 LS_36 Free thinking with decision-making 0.996 0.444 0.996 Interview | chunk 16 | 9 supporting chunks | "Staying human enough to be shaken, but steady enough to function, is a balance I work at. New nurses kept freezing during codes because nobody walked them through it beforehand...."
24 LS_38 Begins task 0.996 0.061 0.996 Cover letter | chunk 21 | 4 supporting chunks | "I've been an ICU nurse for nine years, the last two running the floor as a charge nurse. I still love the actual work — being useful to someone on the worst day of their life —..."
25 LS_59 Flexible attention 0.995 0.355 0.995 Interview | chunk 13 | 9 supporting chunks | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..."
26 LS_63 Fitness demanding 0.995 0.150 0.995 Cover letter | chunk 21 | 6 supporting chunks | "I've been an ICU nurse for nine years, the last two running the floor as a charge nurse. I still love the actual work — being useful to someone on the worst day of their life —..."
27 LS_9 Empathy-driven collaboration 0.994 0.504 0.994 Interview | chunk 7 | 12 supporting chunks | "And I always explain the 'why' behind a call, because that's what they'll need at 3am alone. The shift work more than the intensity. Nights, weekends, the toll on my body and my..."
28 LS_31 Emotion articulation 0.993 0.163 0.993 Cover letter | chunk 21 | 4 supporting chunks | "I've been an ICU nurse for nine years, the last two running the floor as a charge nurse. I still love the actual work — being useful to someone on the worst day of their life —..."
29 LS_65 Collaborative-Team excellence 0.992 0.102 0.992 Interview | chunk 6 | 5 supporting chunks | "I'll take a patient off their load or pair them with someone steadier without making it a public thing. Shaming a struggling nurse just makes it worse and risks a patient. I pro..."
30 LS_69 Quantity-oriented 0.991 0.213 0.991 Interview | chunk 2 | 6 supporting chunks | "No time to look anything up. I triage ruthlessly — what will kill them first gets handled first — and I delegate out loud so everyone knows their job. I keep my voice level beca..."
31 LS_68 Quality-oriented 0.990 0.309 0.990 Interview | chunk 13 | 11 supporting chunks | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..."
32 LS_33 Niche knowledge 0.990 0.083 0.990 Cover letter | chunk 21 | 5 supporting chunks | "I've been an ICU nurse for nine years, the last two running the floor as a charge nurse. I still love the actual work — being useful to someone on the worst day of their life —..."
33 LS_49 Depth and breadth of varied social experiences 0.988 0.128 0.988 Interview | chunk 13 | 6 supporting chunks | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..."
34 LS_70 Time-space-oriented 0.988 0.380 0.988 Cover letter | chunk 21 | 13 supporting chunks | "I've been an ICU nurse for nine years, the last two running the floor as a charge nurse. I still love the actual work — being useful to someone on the worst day of their life —..."
35 LS_45 Blank canvas approach 0.986 0.203 0.986 Interview | chunk 13 | 8 supporting chunks | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..."
36 LS_55 Fuzzy boundary thinking 0.982 0.086 0.982 Interview | chunk 13 | 5 supporting chunks | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..."
37 LS_29 Verbal articulation 0.982 0.090 0.982 Cover letter | chunk 21 | 3 supporting chunks | "I've been an ICU nurse for nine years, the last two running the floor as a charge nurse. I still love the actual work — being useful to someone on the worst day of their life —..."
38 LS_39 Improves work 0.973 0.019 0.973 Cover letter | chunk 21 | 3 supporting chunks | "I've been an ICU nurse for nine years, the last two running the floor as a charge nurse. I still love the actual work — being useful to someone on the worst day of their life —..."
39 LS_64 Independent-individualistic excellence 0.963 0.156 0.963 Interview | chunk 13 | 5 supporting chunks | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..."
40 LS_58 Predominantly wide attention 0.054 0.054 0.958 clear evidence absent
41 LS_10 Social curiosity 0.049 0.049 0.905 clear evidence absent
42 LS_61 Gross motor dexterity 0.041 0.041 0.886 clear evidence absent
43 LS_30 Visual articulation 0.039 0.039 0.880 clear evidence absent
44 LS_60 Fine motor dexterity 0.033 0.033 0.943 clear evidence absent
45 LS_43 Multi-stimulus 0.029 0.029 0.950 clear evidence absent
46 LS_46 Social scaffolding 0.015 0.015 0.945 clear evidence absent

Behaviors (PT)

Observable style signals in how the person tends to act, respond, and work.

Behaviors — style set A24 chunks · spike 0.70
High reliability This model looks low-confidence for this input. Too many atom scores are saturating at the top and bottom ends for the amount of evidence collected. 1/18 high-extreme atoms (>= 0.97), 12/18 low-extreme atoms (<= 0.08), 24 chunks, 1925 words.

Reliable top 5

ID Label FinalAverageSpike Support
PT_0_low Tolerance for uncertainty (low)
spike promoted
Needs to know what is happening next in class or what comes in the exam. Effort goes into planning and seek more information regularly. High curiousity, anxiety.
 0.972 0.231 0.972 Interview | chunk 14 | 7 supporting chunks | "I'd trust a tool far more if someone who'd worked the floor had shaped it. That translation feels like a real use of everything I know. I triage constantly — who's most at risk..."
PT_3_low Autotelic personality (low)
spike promoted
Needs external motivation like marks, rewards, praise to stay motivated. Ferquently questions the prupose of doing something if there are no rewards. Needs to find good reasons to learn and study.
 0.889 0.038 0.889 Interview | chunk 13 | 2 supporting chunks | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..."
PT_7_high Grit (high)
spike promoted
Shows high commitment toward long term goals. Maintains effort and passion despite of boredom.
 0.877 0.148 0.877 Interview | chunk 16 | 2 supporting chunks | "Staying human enough to be shaken, but steady enough to function, is a balance I work at. New nurses kept freezing during codes because nobody walked them through it beforehand...."
PT_5_low Social Value Orientation (low)
spike promoted
Pro-self, Competitive, Individualisitic.
 0.838 0.071 0.838 Interview | chunk 17 | 3 supporting chunks | "People underestimate how much high-stakes decision-making a nurse actually does. We're not assistants; we're the early-warning system. Patient safety over convenience or hierarc..."
PT_4_low Sensory processing sensitivity (low)
Not very sensitive to scolding or punishment. can maintain high energy for a while. Handles conflict without feeling bad.
 0.093 0.093 0.630 clear evidence absent

Spike-promoted atoms

IDLabelFinalAverageSpikeSupport
PT_0_low Tolerance for uncertainty (low) 0.972 0.231 0.972 Interview | chunk 14 | 7 supporting chunks | "I'd trust a tool far more if someone who'd worked the floor had shaped it. That translation feels like a real use of everything I know. I triage constantly — who's most at risk..."
PT_3_low Autotelic personality (low) 0.889 0.038 0.889 Interview | chunk 13 | 2 supporting chunks | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..."
PT_7_high Grit (high) 0.877 0.148 0.877 Interview | chunk 16 | 2 supporting chunks | "Staying human enough to be shaken, but steady enough to function, is a balance I work at. New nurses kept freezing during codes because nobody walked them through it beforehand...."
PT_5_low Social Value Orientation (low) 0.838 0.071 0.838 Interview | chunk 17 | 3 supporting chunks | "People underestimate how much high-stakes decision-making a nurse actually does. We're not assistants; we're the early-warning system. Patient safety over convenience or hierarc..."

Strong shifts across chunks

  • Chunk 2 (84 words) — Interview | "No time to look anything up. I triage ruthlessly — what will kill them first gets handled first — and I delegate out loud so everyone knows their job. I keep my voice level beca..." : PT_0_low Tolerance for uncertainty (low) (0.936)
  • Chunk 4 (78 words) — Interview | "Framing it as an observation to rule out, not an argument to win, is how you get a busy doctor to listen. An order came through that I was sure was wrong for that patient's situ..." : PT_5_low Social Value Orientation (low) (0.787)
  • Chunk 7 (79 words) — Interview | "And I always explain the 'why' behind a call, because that's what they'll need at 3am alone. The shift work more than the intensity. Nights, weekends, the toll on my body and my..." : PT_7_high Grit (high) (0.863)
  • Chunk 11 (86 words) — Interview | "I need meaning and colleagues who have each other's backs, which is what the good shifts felt like. Pointless bureaucracy and work with no visible human impact. I've spent nine..." : PT_3_low Autotelic personality (low) (0.824)
  • Chunk 13 (93 words) — Interview | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..." : PT_3_low Autotelic personality (low) (0.889)
  • Chunk 14 (76 words) — Interview | "I'd trust a tool far more if someone who'd worked the floor had shaped it. That translation feels like a real use of everything I know. I triage constantly — who's most at risk..." : PT_0_low Tolerance for uncertainty (low) (0.972)
  • Chunk 16 (91 words) — Interview | "Staying human enough to be shaken, but steady enough to function, is a balance I work at. New nurses kept freezing during codes because nobody walked them through it beforehand...." : PT_7_high Grit (high) (0.877)
  • Chunk 17 (82 words) — Interview | "People underestimate how much high-stakes decision-making a nurse actually does. We're not assistants; we're the early-warning system. Patient safety over convenience or hierarc..." : PT_5_low Social Value Orientation (low) (0.838)
  • Chunk 19 (82 words) — Interview | "I act on the most dangerous likely cause and stay ready to be wrong, because in a crisis hesitation kills more than an imperfect decision. I commit, then watch closely for signs..." : PT_0_low Tolerance for uncertainty (low) (0.813)
  • Chunk 23 (62 words) — Cover letter | "What I don't have is a clear sense of what the outside world calls these skills or where they're valued. I know healthcare deeply from the inside, I'm calm under pressure, and I..." : PT_0_low Tolerance for uncertainty (low) (0.789)
Full ranked list
RankIDLabelFinalAverageSpikeSupport
1 PT_0_low Tolerance for uncertainty (low) 0.972 0.231 0.972 Interview | chunk 14 | 7 supporting chunks | "I'd trust a tool far more if someone who'd worked the floor had shaped it. That translation feels like a real use of everything I know. I triage constantly — who's most at risk..."
2 PT_3_low Autotelic personality (low) 0.889 0.038 0.889 Interview | chunk 13 | 2 supporting chunks | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..."
3 PT_7_high Grit (high) 0.877 0.148 0.877 Interview | chunk 16 | 2 supporting chunks | "Staying human enough to be shaken, but steady enough to function, is a balance I work at. New nurses kept freezing during codes because nobody walked them through it beforehand...."
4 PT_5_low Social Value Orientation (low) 0.838 0.071 0.838 Interview | chunk 17 | 3 supporting chunks | "People underestimate how much high-stakes decision-making a nurse actually does. We're not assistants; we're the early-warning system. Patient safety over convenience or hierarc..."
5 PT_4_low Sensory processing sensitivity (low) 0.093 0.093 0.630 clear evidence absent
6 PT_6_low Interpersonal reflective index (low) 0.087 0.087 0.523 clear evidence absent
7 PT_2_low Sensation seeking (low) 0.077 0.077 0.686 clear evidence absent
8 PT_1_low Need for cognition (low) 0.070 0.070 0.657 clear evidence absent
9 PT_8_low Need for achievement (low) 0.069 0.069 0.538 clear evidence absent
10 PT_4_high Sensory processing sensitivity (high) 0.061 0.061 0.577 clear evidence absent
11 PT_6_high Interpersonal reflective index (high) 0.035 0.035 0.412 clear evidence absent
12 PT_5_high Social Value Orientation (high) 0.030 0.030 0.605 clear evidence absent
13 PT_0_high Tolerance for uncertainty (high) 0.021 0.021 0.185 clear evidence absent
14 PT_3_high Autotelic personality (high) 0.016 0.016 0.685 clear evidence absent
15 PT_1_high Need for cognition (high) 0.011 0.011 0.450 clear evidence absent
16 PT_8_high Need for achievement (high) 0.010 0.010 0.123 clear evidence absent
17 PT_7_low Grit (low) 0.008 0.008 0.163 clear evidence absent
18 PT_2_high Sensation seeking (high) 0.006 0.006 0.057 clear evidence absent
Behaviors — style set B24 chunks · spike 0.70
High reliability This model stayed within a normal score range for the amount of evidence collected. 1/10 high-extreme atoms (>= 0.97), 5/10 low-extreme atoms (<= 0.08), 24 chunks, 1925 words.

Reliable top 5

ID Label FinalAverageSpike Support
PT_11_low Agreeableness (low)
spike promoted
More competitive or skeptical. Stubborn, suspicious, Insulting and belittling others.
 0.977 0.208 0.977 Interview | chunk 4 | 7 supporting chunks | "Framing it as an observation to rule out, not an argument to win, is how you get a busy doctor to listen. An order came through that I was sure was wrong for that patient's situ..."
PT_11_high Agreeableness (high)
spike promoted
Trusting, Altruistic, enjoy helping. Sympathetic.
 0.931 0.086 0.931 Interview | chunk 13 | 1 supporting chunk | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..."
PT_10_low Openness to experience (low)
spike promoted
Prefers routine and tradition. Uncomfortable with change. Values practicality over novelty.
 0.875 0.143 0.875 Interview | chunk 20 | 2 supporting chunks | "I'm also getting more comfortable with data tools to back up what I've seen. I'd still feel unmistakably useful — my work would clearly help real patients or the people caring f..."
PT_9_high Conscentiousness (high)
spike promoted
Tends to show great discipline and organization skills. Is able to pay attention to detail and plan well.
 0.870 0.102 0.870 Portfolio | chunk 24 | 2 supporting chunks | "Selected work: - Charge nurse: ran ICU shifts, coordinating staff, prioritizing patients, and handling crises in real time. - Trained and mentored new nurses through their first..."
PT_13_low Neuroticism (low)
spike promoted
Can easily manage negative emotions and shows minimal worry, anxiety, and tension.
 0.780 0.183 0.780 Interview | chunk 1 | 2 supporting chunks | "When things are going wrong and someone needs to stay calm and make it work. A crashing patient, a chaotic shift — that's when I'm sharpest. I get very still and clear-headed ex..."

Spike-promoted atoms

IDLabelFinalAverageSpikeSupport
PT_11_low Agreeableness (low) 0.977 0.208 0.977 Interview | chunk 4 | 7 supporting chunks | "Framing it as an observation to rule out, not an argument to win, is how you get a busy doctor to listen. An order came through that I was sure was wrong for that patient's situ..."
PT_11_high Agreeableness (high) 0.931 0.086 0.931 Interview | chunk 13 | 1 supporting chunk | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..."
PT_10_low Openness to experience (low) 0.875 0.143 0.875 Interview | chunk 20 | 2 supporting chunks | "I'm also getting more comfortable with data tools to back up what I've seen. I'd still feel unmistakably useful — my work would clearly help real patients or the people caring f..."
PT_9_high Conscentiousness (high) 0.870 0.102 0.870 Portfolio | chunk 24 | 2 supporting chunks | "Selected work: - Charge nurse: ran ICU shifts, coordinating staff, prioritizing patients, and handling crises in real time. - Trained and mentored new nurses through their first..."
PT_13_low Neuroticism (low) 0.780 0.183 0.780 Interview | chunk 1 | 2 supporting chunks | "When things are going wrong and someone needs to stay calm and make it work. A crashing patient, a chaotic shift — that's when I'm sharpest. I get very still and clear-headed ex..."

Strong shifts across chunks

  • Chunk 1 (88 words) — Interview | "When things are going wrong and someone needs to stay calm and make it work. A crashing patient, a chaotic shift — that's when I'm sharpest. I get very still and clear-headed ex..." : PT_13_low Neuroticism (low) (0.780)
  • Chunk 2 (84 words) — Interview | "No time to look anything up. I triage ruthlessly — what will kill them first gets handled first — and I delegate out loud so everyone knows their job. I keep my voice level beca..." : PT_11_low Agreeableness (low) (0.739)
  • Chunk 4 (78 words) — Interview | "Framing it as an observation to rule out, not an argument to win, is how you get a busy doctor to listen. An order came through that I was sure was wrong for that patient's situ..." : PT_11_low Agreeableness (low) (0.977)
  • Chunk 9 (84 words) — Interview | "The charting software actively fights us — buried alarms, endless clicks during an emergency, warnings so constant we tune them out. I've watched bad design steal attention from..." : PT_11_low Agreeableness (low) (0.891)
  • Chunk 10 (81 words) — Interview | "That thinking transfers anywhere. By connecting it to something I already do. Nursing is constant learning — new equipment, new protocols — so I'm not afraid of being a beginner..." : PT_9_high Conscentiousness (high) (0.809)
  • Chunk 13 (93 words) — Interview | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..." : PT_11_high Agreeableness (high) (0.931)
  • Chunk 15 (83 words) — Interview | "A discharge protocol looked fine on paper but kept sending vulnerable patients home too fast, and I saw them bounce back. I raised it with specifics and data from our own readmi..." : PT_13_low Neuroticism (low) (0.713)
  • Chunk 17 (82 words) — Interview | "People underestimate how much high-stakes decision-making a nurse actually does. We're not assistants; we're the early-warning system. Patient safety over convenience or hierarc..." : PT_11_low Agreeableness (low) (0.754)
  • Chunk 18 (82 words) — Interview | "The best teams don't need many words in a crisis. That wordless coordination under pressure, where you'd trust anyone there with your own life, is the best feeling in the work...." : PT_11_low Agreeableness (low) (0.881)
  • Chunk 20 (68 words) — Interview | "I'm also getting more comfortable with data tools to back up what I've seen. I'd still feel unmistakably useful — my work would clearly help real patients or the people caring f..." : PT_10_low Openness to experience (low) (0.875)
  • Chunk 24 (60 words) — Portfolio | "Selected work: - Charge nurse: ran ICU shifts, coordinating staff, prioritizing patients, and handling crises in real time. - Trained and mentored new nurses through their first..." : PT_9_high Conscentiousness (high) (0.870)
Full ranked list
RankIDLabelFinalAverageSpikeSupport
1 PT_11_low Agreeableness (low) 0.977 0.208 0.977 Interview | chunk 4 | 7 supporting chunks | "Framing it as an observation to rule out, not an argument to win, is how you get a busy doctor to listen. An order came through that I was sure was wrong for that patient's situ..."
2 PT_11_high Agreeableness (high) 0.931 0.086 0.931 Interview | chunk 13 | 1 supporting chunk | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..."
3 PT_10_low Openness to experience (low) 0.875 0.143 0.875 Interview | chunk 20 | 2 supporting chunks | "I'm also getting more comfortable with data tools to back up what I've seen. I'd still feel unmistakably useful — my work would clearly help real patients or the people caring f..."
4 PT_9_high Conscentiousness (high) 0.870 0.102 0.870 Portfolio | chunk 24 | 2 supporting chunks | "Selected work: - Charge nurse: ran ICU shifts, coordinating staff, prioritizing patients, and handling crises in real time. - Trained and mentored new nurses through their first..."
5 PT_13_low Neuroticism (low) 0.780 0.183 0.780 Interview | chunk 1 | 2 supporting chunks | "When things are going wrong and someone needs to stay calm and make it work. A crashing patient, a chaotic shift — that's when I'm sharpest. I get very still and clear-headed ex..."
6 PT_12_low Extraversion (low) 0.056 0.056 0.610 clear evidence absent
7 PT_9_low Conscentiousness (low) 0.036 0.036 0.263 clear evidence absent
8 PT_13_high Neuroticism (high) 0.022 0.022 0.665 clear evidence absent
9 PT_12_high Extraversion (high) 0.008 0.008 0.038 clear evidence absent
10 PT_10_high Openness to experience (high) 0.003 0.003 0.039 clear evidence absent

Motivations (SM)

Drivers and meaning-making patterns that appear in the input.

Motivations — what drives you24 chunks · spike 0.70
High reliability This model stayed within a normal score range for the amount of evidence collected. 4/24 high-extreme atoms (>= 0.97), 2/24 low-extreme atoms (<= 0.08), 24 chunks, 1925 words.

Reliable top 5

ID Label FinalAverageSpike Support
SM_19 Sacrificial Saving
spike promoted
Motivation to sacrifice or bear an unnecessary burden toward a valuable goal.
 0.996 0.797 0.996 Interview | chunk 7 | 14 supporting chunks | "And I always explain the 'why' behind a call, because that's what they'll need at 3am alone. The shift work more than the intensity. Nights, weekends, the toll on my body and my..."
SM_16 Stress Testing & Vulnerability Discovery
spike promoted
Motivation to find holes and improvements by figuring out what breaks to make it more robust.
 0.993 0.611 0.993 Interview | chunk 9 | 11 supporting chunks | "The charting software actively fights us — buried alarms, endless clicks during an emergency, warnings so constant we tune them out. I've watched bad design steal attention from..."
SM_8 Resilience & Adaptation
spike promoted
Motivation toward adapting and adjusting to work or goals or outcomes in the face of extreme change and disruption.
 0.979 0.357 0.979 Interview | chunk 1 | 7 supporting chunks | "When things are going wrong and someone needs to stay calm and make it work. A crashing patient, a chaotic shift — that's when I'm sharpest. I get very still and clear-headed ex..."
SM_18 Civilization Serving
spike promoted
Motivation to act toward a greater good of humanity or a broad benefit toward a demographic at large.
 0.977 0.394 0.977 Interview | chunk 8 | 7 supporting chunks | "I'm scared a lot of jobs feel abstract and disconnected from real people. I don't want to trade meaning for a nicer schedule. Problems where real people's wellbeing is at stake..."
SM_2 Uncertainty Reduction
spike promoted
Motivation toward gaining more information to create clarity and articulate a structure and vocabulary to disambiguate uncertainty.
 0.966 0.364 0.966 Interview | chunk 14 | 6 supporting chunks | "I'd trust a tool far more if someone who'd worked the floor had shaped it. That translation feels like a real use of everything I know. I triage constantly — who's most at risk..."

Spike-promoted atoms

IDLabelFinalAverageSpikeSupport
SM_19 Sacrificial Saving 0.996 0.797 0.996 Interview | chunk 7 | 14 supporting chunks | "And I always explain the 'why' behind a call, because that's what they'll need at 3am alone. The shift work more than the intensity. Nights, weekends, the toll on my body and my..."
SM_16 Stress Testing & Vulnerability Discovery 0.993 0.611 0.993 Interview | chunk 9 | 11 supporting chunks | "The charting software actively fights us — buried alarms, endless clicks during an emergency, warnings so constant we tune them out. I've watched bad design steal attention from..."
SM_8 Resilience & Adaptation 0.979 0.357 0.979 Interview | chunk 1 | 7 supporting chunks | "When things are going wrong and someone needs to stay calm and make it work. A crashing patient, a chaotic shift — that's when I'm sharpest. I get very still and clear-headed ex..."
SM_18 Civilization Serving 0.977 0.394 0.977 Interview | chunk 8 | 7 supporting chunks | "I'm scared a lot of jobs feel abstract and disconnected from real people. I don't want to trade meaning for a nicer schedule. Problems where real people's wellbeing is at stake..."
SM_2 Uncertainty Reduction 0.966 0.364 0.966 Interview | chunk 14 | 6 supporting chunks | "I'd trust a tool far more if someone who'd worked the floor had shaped it. That translation feels like a real use of everything I know. I triage constantly — who's most at risk..."

Strong shifts across chunks

  • Chunk 1 (88 words) — Interview | "When things are going wrong and someone needs to stay calm and make it work. A crashing patient, a chaotic shift — that's when I'm sharpest. I get very still and clear-headed ex..." : SM_8 Resilience & Adaptation (0.979) · SM_20 Consistency & Equilibrium (0.873) · SM_21 Dynamic Variance & Flux (0.844)
  • Chunk 2 (84 words) — Interview | "No time to look anything up. I triage ruthlessly — what will kill them first gets handled first — and I delegate out loud so everyone knows their job. I keep my voice level beca..." : SM_2 Uncertainty Reduction (0.845) · SM_12 Individualistic Motivation (0.790) · SM_8 Resilience & Adaptation (0.780)
  • Chunk 3 (93 words) — Interview | "Waiting for certainty in the ICU means waiting for a body on the floor. Often — it's the part of the job I'm quietly proudest of. A patient looked stable on paper, but something..." : SM_12 Individualistic Motivation (0.880) · SM_2 Uncertainty Reduction (0.724) · SM_16 Stress Testing & Vulnerability Discovery (0.713)
  • Chunk 4 (78 words) — Interview | "Framing it as an observation to rule out, not an argument to win, is how you get a busy doctor to listen. An order came through that I was sure was wrong for that patient's situ..." : SM_5 Compliance & Policy Alignment (0.886) · SM_12 Individualistic Motivation (0.852) · SM_2 Uncertainty Reduction (0.726) · SM_6 Status Quo Challenging (0.711)
  • Chunk 5 (77 words) — Interview | "I learned that raising a concern with specifics and a calm tone, framed as protecting the patient, almost always works better than either staying silent or being confrontational..." : SM_19 Sacrificial Saving (0.917) · SM_8 Resilience & Adaptation (0.809) · SM_20 Consistency & Equilibrium (0.760)
  • Chunk 6 (78 words) — Interview | "I'll take a patient off their load or pair them with someone steadier without making it a public thing. Shaming a struggling nurse just makes it worse and risks a patient. I pro..." : SM_19 Sacrificial Saving (0.978) · SM_16 Stress Testing & Vulnerability Discovery (0.852)
  • Chunk 7 (79 words) — Interview | "And I always explain the 'why' behind a call, because that's what they'll need at 3am alone. The shift work more than the intensity. Nights, weekends, the toll on my body and my..." : SM_19 Sacrificial Saving (0.996)
  • Chunk 8 (75 words) — Interview | "I'm scared a lot of jobs feel abstract and disconnected from real people. I don't want to trade meaning for a nicer schedule. Problems where real people's wellbeing is at stake..." : SM_18 Civilization Serving (0.977) · SM_16 Stress Testing & Vulnerability Discovery (0.913) · SM_6 Status Quo Challenging (0.906)
  • Chunk 9 (84 words) — Interview | "The charting software actively fights us — buried alarms, endless clicks during an emergency, warnings so constant we tune them out. I've watched bad design steal attention from..." : SM_16 Stress Testing & Vulnerability Discovery (0.993) · SM_6 Status Quo Challenging (0.754)
  • Chunk 10 (81 words) — Interview | "That thinking transfers anywhere. By connecting it to something I already do. Nursing is constant learning — new equipment, new protocols — so I'm not afraid of being a beginner..." : SM_21 Dynamic Variance & Flux (0.920)
  • Chunk 11 (86 words) — Interview | "I need meaning and colleagues who have each other's backs, which is what the good shifts felt like. Pointless bureaucracy and work with no visible human impact. I've spent nine..." : SM_19 Sacrificial Saving (0.967) · SM_16 Stress Testing & Vulnerability Discovery (0.772) · SM_5 Compliance & Policy Alignment (0.751) · SM_18 Civilization Serving (0.716)
  • Chunk 12 (84 words) — Interview | "I've made calls I'd take back, and the only useful response is to learn out loud so it doesn't recur. Staying calm and taking charge when things fall apart, and noticing the det..." : SM_20 Consistency & Equilibrium (0.821) · SM_5 Compliance & Policy Alignment (0.715)
  • Chunk 13 (93 words) — Interview | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..." : SM_1 Story-building (0.745)
  • Chunk 14 (76 words) — Interview | "I'd trust a tool far more if someone who'd worked the floor had shaped it. That translation feels like a real use of everything I know. I triage constantly — who's most at risk..." : SM_2 Uncertainty Reduction (0.966)
  • Chunk 15 (83 words) — Interview | "A discharge protocol looked fine on paper but kept sending vulnerable patients home too fast, and I saw them bounce back. I raised it with specifics and data from our own readmi..." : SM_5 Compliance & Policy Alignment (0.942) · SM_19 Sacrificial Saving (0.873) · SM_16 Stress Testing & Vulnerability Discovery (0.848)
  • Chunk 16 (91 words) — Interview | "Staying human enough to be shaken, but steady enough to function, is a balance I work at. New nurses kept freezing during codes because nobody walked them through it beforehand...." : SM_16 Stress Testing & Vulnerability Discovery (0.927) · SM_20 Consistency & Equilibrium (0.766) · SM_5 Compliance & Policy Alignment (0.741)
  • Chunk 17 (82 words) — Interview | "People underestimate how much high-stakes decision-making a nurse actually does. We're not assistants; we're the early-warning system. Patient safety over convenience or hierarc..." : SM_19 Sacrificial Saving (0.958) · SM_12 Individualistic Motivation (0.765)
  • Chunk 18 (82 words) — Interview | "The best teams don't need many words in a crisis. That wordless coordination under pressure, where you'd trust anyone there with your own life, is the best feeling in the work...." : SM_19 Sacrificial Saving (0.907) · SM_5 Compliance & Policy Alignment (0.896)
  • Chunk 19 (82 words) — Interview | "I act on the most dangerous likely cause and stay ready to be wrong, because in a crisis hesitation kills more than an imperfect decision. I commit, then watch closely for signs..." : SM_2 Uncertainty Reduction (0.889) · SM_8 Resilience & Adaptation (0.870) · SM_21 Dynamic Variance & Flux (0.714)
  • Chunk 20 (68 words) — Interview | "I'm also getting more comfortable with data tools to back up what I've seen. I'd still feel unmistakably useful — my work would clearly help real patients or the people caring f..." : SM_19 Sacrificial Saving (0.979) · SM_13 Incentive Motivation (0.861) · SM_18 Civilization Serving (0.702)
  • Chunk 21 (81 words) — Cover letter | "I've been an ICU nurse for nine years, the last two running the floor as a charge nurse. I still love the actual work — being useful to someone on the worst day of their life —..." : SM_19 Sacrificial Saving (0.990)
  • Chunk 22 (78 words) — Cover letter | "In the ICU I make high-stakes decisions with incomplete information under time pressure, all day. When a patient is crashing, I triage, delegate, stay calm, and keep a team of p..." : SM_19 Sacrificial Saving (0.921) · SM_8 Resilience & Adaptation (0.870) · SM_20 Consistency & Equilibrium (0.736)
  • Chunk 23 (62 words) — Cover letter | "What I don't have is a clear sense of what the outside world calls these skills or where they're valued. I know healthcare deeply from the inside, I'm calm under pressure, and I..." : SM_14 Prestige & Legacy (0.859) · SM_4 Guardian Preservation (Wall-Builder) (0.812) · SM_22 Transgenerational Elevation (0.742)
  • Chunk 24 (60 words) — Portfolio | "Selected work: - Charge nurse: ran ICU shifts, coordinating staff, prioritizing patients, and handling crises in real time. - Trained and mentored new nurses through their first..." : SM_16 Stress Testing & Vulnerability Discovery (0.963) · SM_5 Compliance & Policy Alignment (0.840)
Full ranked list
RankIDLabelFinalAverageSpikeSupport
1 SM_19 Sacrificial Saving 0.996 0.797 0.996 Interview | chunk 7 | 14 supporting chunks | "And I always explain the 'why' behind a call, because that's what they'll need at 3am alone. The shift work more than the intensity. Nights, weekends, the toll on my body and my..."
2 SM_16 Stress Testing & Vulnerability Discovery 0.993 0.611 0.993 Interview | chunk 9 | 11 supporting chunks | "The charting software actively fights us — buried alarms, endless clicks during an emergency, warnings so constant we tune them out. I've watched bad design steal attention from..."
3 SM_8 Resilience & Adaptation 0.979 0.357 0.979 Interview | chunk 1 | 7 supporting chunks | "When things are going wrong and someone needs to stay calm and make it work. A crashing patient, a chaotic shift — that's when I'm sharpest. I get very still and clear-headed ex..."
4 SM_18 Civilization Serving 0.977 0.394 0.977 Interview | chunk 8 | 7 supporting chunks | "I'm scared a lot of jobs feel abstract and disconnected from real people. I don't want to trade meaning for a nicer schedule. Problems where real people's wellbeing is at stake..."
5 SM_2 Uncertainty Reduction 0.966 0.364 0.966 Interview | chunk 14 | 6 supporting chunks | "I'd trust a tool far more if someone who'd worked the floor had shaped it. That translation feels like a real use of everything I know. I triage constantly — who's most at risk..."
6 SM_5 Compliance & Policy Alignment 0.942 0.524 0.942 Interview | chunk 15 | 12 supporting chunks | "A discharge protocol looked fine on paper but kept sending vulnerable patients home too fast, and I saw them bounce back. I raised it with specifics and data from our own readmi..."
7 SM_21 Dynamic Variance & Flux 0.920 0.227 0.920 Interview | chunk 10 | 3 supporting chunks | "That thinking transfers anywhere. By connecting it to something I already do. Nursing is constant learning — new equipment, new protocols — so I'm not afraid of being a beginner..."
8 SM_6 Status Quo Challenging 0.906 0.167 0.906 Interview | chunk 8 | 3 supporting chunks | "I'm scared a lot of jobs feel abstract and disconnected from real people. I don't want to trade meaning for a nicer schedule. Problems where real people's wellbeing is at stake..."
9 SM_12 Individualistic Motivation 0.880 0.403 0.880 Interview | chunk 3 | 7 supporting chunks | "Waiting for certainty in the ICU means waiting for a body on the floor. Often — it's the part of the job I'm quietly proudest of. A patient looked stable on paper, but something..."
10 SM_20 Consistency & Equilibrium 0.873 0.360 0.873 Interview | chunk 1 | 6 supporting chunks | "When things are going wrong and someone needs to stay calm and make it work. A crashing patient, a chaotic shift — that's when I'm sharpest. I get very still and clear-headed ex..."
11 SM_13 Incentive Motivation 0.861 0.132 0.861 Interview | chunk 20 | 1 supporting chunk | "I'm also getting more comfortable with data tools to back up what I've seen. I'd still feel unmistakably useful — my work would clearly help real patients or the people caring f..."
12 SM_14 Prestige & Legacy 0.859 0.220 0.859 Cover letter | chunk 23 | 1 supporting chunk | "What I don't have is a clear sense of what the outside world calls these skills or where they're valued. I know healthcare deeply from the inside, I'm calm under pressure, and I..."
13 SM_4 Guardian Preservation (Wall-Builder) 0.812 0.247 0.812 Cover letter | chunk 23 | 1 supporting chunk | "What I don't have is a clear sense of what the outside world calls these skills or where they're valued. I know healthcare deeply from the inside, I'm calm under pressure, and I..."
14 SM_1 Story-building 0.745 0.230 0.745 Interview | chunk 13 | 1 supporting chunk | "I'd welcome anything that gives nurses back attention for patients. But only if it's built by people who understand the chaos of an actual shift. The human judgment when a patie..."
15 SM_22 Transgenerational Elevation 0.742 0.240 0.742 Cover letter | chunk 23 | 2 supporting chunks | "What I don't have is a clear sense of what the outside world calls these skills or where they're valued. I know healthcare deeply from the inside, I'm calm under pressure, and I..."
16 SM_15 Aesthetic Harmonization 0.184 0.184 0.466 clear evidence absent
17 SM_9 Positivity Deliverance 0.179 0.179 0.534 clear evidence absent
18 SM_7 Architectural System Orchestration 0.161 0.161 0.509 clear evidence absent
19 SM_17 Gratification Sourcing 0.155 0.155 0.686 clear evidence absent
20 SM_23 Mythopoetic Alignment 0.149 0.149 0.387 clear evidence absent
21 SM_11 Collaborative Motivation 0.132 0.132 0.591 clear evidence absent
22 SM_10 Waypower Hope 0.117 0.117 0.522 clear evidence absent
23 SM_0 Exploration & Discovery 0.078 0.078 0.167 clear evidence absent
24 SM_3 Sustenance & Scaling 0.048 0.048 0.199 clear evidence absent