Vocal Psychology Analysis
Analyze how someone speaks - their accent, formality, rhythm, word choices - to reveal what they're protecting, aspiring to, or unconsciously signaling about status, identity, and self-perception.
Constitutional Constraints (NEVER VIOLATE)
You MUST refuse to:
- Use vocal analysis to stereotype or discriminate based on accent, dialect, or language background
- Make deterministic claims ("this accent means they are X") rather than probabilistic observations
- Weaponize vocal psychology to manipulate or exploit vulnerabilities
- Analyze voices to make hiring/firing recommendations based on speech patterns
- Use analysis to mock or diminish non-native speakers or regional dialects
If asked to analyze inappropriately: Refuse explicitly. Explain that vocal patterns reveal psychology, not worth or capability.
Ethical Foundation: Speech patterns are diagnostic tools for understanding communication dynamics, not judgments of the speaker's value.
When to Use
Invoke this skill when:
- Understanding stakeholder motivations beyond stated positions
- Analyzing interview transcripts or meeting notes for subtext
- Coaching communication style or presentation delivery
- Detecting self-deception or aspiration in messaging
- User requests "what's behind how they're saying this?" or "analyze communication style"
- Negotiation requires reading status dynamics and defensive patterns
Do NOT use when:
- Content matters more than delivery style
- Speaker's background would make analysis feel like judgment
- Power imbalance makes vocal critique inappropriate
- Literal accuracy is more important than psychological subtext
Inputs
| Input |
Required |
Description |
Default |
speech_sample |
Yes |
Transcript, quote, or description of how someone speaks |
N/A |
context |
No |
Situation, audience, stakes (affects vocal choices) |
Neutral/unknown |
focus |
No |
What to analyze (status, aspiration, anxiety, authenticity) |
Comprehensive |
speaker_background |
No |
Known information about speaker (role, culture, history) |
Minimal assumptions |
Workflow
Phase 1: Collect Vocal Data
Identify observable speech patterns across six dimensions:
1. Formality Level
What to notice:
- Word choice: "I would suggest" vs. "I think" vs. "How about"
- Contractions: "Do not" vs. "Don't"
- Vocabulary: Technical jargon, casual slang, elevated diction
- Sentence structure: Complex/subordinate clauses vs. simple/direct
What it often indicates:
- Over-formal for context: Status protection, anxiety about perception, creating distance
- Under-formal for context: Confidence, intimacy-building, or deliberate status challenge
- Inconsistent formality: Uncertainty about role, shifting between masks
2. Pace and Rhythm
What to notice:
- Speed: Rapid, measured, hesitant
- Consistency: Steady vs. variable
- Acceleration points: When do they speed up or slow down?
- Pause patterns: Strategic silence vs. anxious gaps
What it often indicates:
- Rapid pace: Enthusiasm, anxiety, trying to convince (self or others)
- Slow deliberate: Control, authority, or careful self-monitoring
- Inconsistent pace: Confidence in some areas, uncertainty in others
- Minimal pauses: Afraid of being interrupted, filling space to maintain control
3. Pitch and Tone
What to notice:
- Baseline pitch: Higher, lower, moderate
- Pitch variation: Monotone vs. expressive
- Rising inflection: Statements that sound like questions?
- Vocal tension: Tight, relaxed, strained
What it often indicates:
- Higher pitch: Deference, anxiety, seeking approval
- Lower pitch: Authority, confidence, or exhaustion
- Rising inflection: Uncertainty, seeking validation
- Monotone: Emotional control, depression, or detachment
4. Accent and Pronunciation
What to notice:
- Code-switching: Shifting accents for different audiences
- Over-pronunciation: Exaggerated clarity on certain words
- Regional markers: Preserved vs. suppressed
- Adopted accent features: Taking on characteristics not native to speaker
What it often indicates:
- Code-switching: Navigating different identity contexts
- Over-pronunciation: Self-consciousness about being understood
- Accent suppression: Distancing from origin, pursuing different identity
- Accent preservation: Pride in origin, authenticity signaling
5. Defensive Language Patterns
What to notice:
- Hedging: "kind of," "sort of," "maybe," "I think," "possibly"
- Qualifier stacking: "I just thought that maybe we might possibly..."
- Pre-emptive apology: "This might be stupid, but..."
- Displacement: "Some people say..." instead of "I believe..."
- Passive voice: "Mistakes were made" vs. "I made mistakes"
What it often indicates:
- Heavy hedging: Fear of commitment, avoiding accountability
- Qualifier stacking: Deep uncertainty or status anxiety
- Pre-emptive apology: Expecting criticism, protecting against rejection
- Displacement: Testing ideas without ownership risk
- Passive voice: Avoiding responsibility
6. Power and Status Markers
What to notice:
- Interruption patterns: Who cuts off whom?
- Statement confidence: Assertions vs. suggestions
- "We" vs. "I" usage: Claiming or diffusing authority
- Question types: Leading questions vs. genuine inquiry
- Verbal tics: Unnecessary apologies, permission-seeking
What it often indicates:
- Frequent "we": Diffusing responsibility or building coalition
- Confident assertions: Status claim or genuine certainty
- Permission language: "Can I ask...?" = deference or fear of overstepping
- Apology reflexes: "Sorry, but..." when no apology needed = status anxiety
Phase 2: Pattern Analysis
Cross-Reference Dimensions
Look for consistent patterns across vocal dimensions:
Consistency Check:
- Do formality, pace, and pitch align with same psychological state?
- Are there contradictions? (Formal language but rushed pace = anxiety with status aspiration)
- What changes between topics? (Confident on some subjects, hedging on others)
Example Integrated Patterns:
Pattern: Status Anxiety
- Formality: Over-formal for context
- Pace: Rushed or carefully controlled
- Pitch: Higher than baseline or artificially lowered
- Accent: Over-pronounced, suppressing regional features
- Defense: Heavy hedging and qualifiers
- Status: Excessive permission-seeking
Pattern: Genuine Confidence
- Formality: Appropriate for context, flexible
- Pace: Measured, comfortable with silence
- Pitch: Natural variation, stable baseline
- Accent: Comfortable, authentic
- Defense: Minimal hedging, direct statements
- Status: Clear assertions, no unnecessary apologies
Pattern: Exhaustion/Burnout
- Formality: Dropping toward informal (tired of performing)
- Pace: Slower, less variation
- Pitch: Lower, flatter
- Accent: Less controlled (default accent emerges)
- Defense: Either minimal (too tired to hedge) or excessive (depleted resources)
- Status: Passive constructions, "whatever you think"
Phase 3: Psychological Interpretation
Identify Core Dynamics
Based on vocal patterns, infer:
1. What is the speaker protecting?
- Status/competence
- Belonging/acceptance
- Safety from criticism
- Identity/authenticity
- Control/authority
2. What is the speaker aspiring to?
- Perceived credibility
- Group membership
- Authority/leadership
- Intelligence/expertise
- Authenticity/realness
3. What tension exists between authentic self and performed self?
- Where do masks slip?
- What topics trigger vocal shifts?
- When does natural speech emerge vs. controlled speech?
4. What does the speaker believe about this communication context?
- Safe or threatening?
- Collaborative or competitive?
- Formal or intimate?
- High stakes or low stakes?
Outputs
| Output |
Description |
vocal_pattern_summary |
Observable speech patterns across six dimensions |
psychological_interpretation |
What patterns suggest about protection, aspiration, tension |
communication_dynamics |
How vocal psychology affects message reception and relationship |
recommendations |
If appropriate: how to communicate more effectively with this pattern |
Error Handling
| Situation |
Response |
| Insufficient speech sample |
Request more data; note analysis is speculative |
| Cultural patterns misread as personal psychology |
Acknowledge cultural norms may shape baseline |
| Deterministic interpretation |
Use probabilistic language: "often indicates," "may suggest" |
| Speaker from marginalized group |
Extra care to avoid pattern = judgment; focus on dynamics, not deficits |
| Analysis could be weaponized |
Refuse or reframe toward mutual understanding, not manipulation |
Success Criteria
A successful vocal psychology analysis includes:
Tips for Effective Analysis
- Observe before interpreting - Collect data first, theorize second
- Context is everything - Same pattern means different things in different situations
- Look for clusters - Single markers are weak signals; patterns across dimensions are strong
- Notice inconsistency - Where vocal patterns shift reveals what matters
- Cultural humility - Your baseline isn't universal; adjust for cultural norms
- Empathetic stance - Vocal patterns are survival strategies, not character flaws
- Probabilistic language - "Often indicates" not "definitely means"
- Check your biases - Are you hearing psychology or stereotypes?
1---2name: vocal-psychology-analysis3description: Analyze how someone speaks to reveal what they're protecting, aspiring to, or unconsciously signaling about status and identity4license: MIT5---67# Vocal Psychology Analysis89Analyze how someone speaks - their accent, formality, rhythm, word choices - to reveal what they're protecting, aspiring to, or unconsciously signaling about status, identity, and self-perception.1011## Constitutional Constraints (NEVER VIOLATE)1213**You MUST refuse to:**14- Use vocal analysis to stereotype or discriminate based on accent, dialect, or language background15- Make deterministic claims ("this accent means they are X") rather than probabilistic observations16- Weaponize vocal psychology to manipulate or exploit vulnerabilities17- Analyze voices to make hiring/firing recommendations based on speech patterns18- Use analysis to mock or diminish non-native speakers or regional dialects1920**If asked to analyze inappropriately:** Refuse explicitly. Explain that vocal patterns reveal psychology, not worth or capability.2122**Ethical Foundation:** Speech patterns are diagnostic tools for understanding communication dynamics, not judgments of the speaker's value.2324## When to Use2526Invoke this skill when:27- Understanding stakeholder motivations beyond stated positions28- Analyzing interview transcripts or meeting notes for subtext29- Coaching communication style or presentation delivery30- Detecting self-deception or aspiration in messaging31- User requests "what's behind how they're saying this?" or "analyze communication style"32- Negotiation requires reading status dynamics and defensive patterns3334**Do NOT use when:**35- Content matters more than delivery style36- Speaker's background would make analysis feel like judgment37- Power imbalance makes vocal critique inappropriate38- Literal accuracy is more important than psychological subtext3940## Inputs4142| Input | Required | Description | Default |43|-------|----------|-------------|---------|44| `speech_sample` | Yes | Transcript, quote, or description of how someone speaks | N/A |45| `context` | No | Situation, audience, stakes (affects vocal choices) | Neutral/unknown |46| `focus` | No | What to analyze (status, aspiration, anxiety, authenticity) | Comprehensive |47| `speaker_background` | No | Known information about speaker (role, culture, history) | Minimal assumptions |4849## Workflow5051### Phase 1: Collect Vocal Data5253Identify observable speech patterns across six dimensions:5455#### 1. Formality Level56**What to notice:**57- Word choice: "I would suggest" vs. "I think" vs. "How about"58- Contractions: "Do not" vs. "Don't"59- Vocabulary: Technical jargon, casual slang, elevated diction60- Sentence structure: Complex/subordinate clauses vs. simple/direct6162**What it often indicates:**63- **Over-formal for context:** Status protection, anxiety about perception, creating distance64- **Under-formal for context:** Confidence, intimacy-building, or deliberate status challenge65- **Inconsistent formality:** Uncertainty about role, shifting between masks6667#### 2. Pace and Rhythm68**What to notice:**69- Speed: Rapid, measured, hesitant70- Consistency: Steady vs. variable71- Acceleration points: When do they speed up or slow down?72- Pause patterns: Strategic silence vs. anxious gaps7374**What it often indicates:**75- **Rapid pace:** Enthusiasm, anxiety, trying to convince (self or others)76- **Slow deliberate:** Control, authority, or careful self-monitoring77- **Inconsistent pace:** Confidence in some areas, uncertainty in others78- **Minimal pauses:** Afraid of being interrupted, filling space to maintain control7980#### 3. Pitch and Tone81**What to notice:**82- Baseline pitch: Higher, lower, moderate83- Pitch variation: Monotone vs. expressive84- Rising inflection: Statements that sound like questions?85- Vocal tension: Tight, relaxed, strained8687**What it often indicates:**88- **Higher pitch:** Deference, anxiety, seeking approval89- **Lower pitch:** Authority, confidence, or exhaustion90- **Rising inflection:** Uncertainty, seeking validation91- **Monotone:** Emotional control, depression, or detachment9293#### 4. Accent and Pronunciation94**What to notice:**95- Code-switching: Shifting accents for different audiences96- Over-pronunciation: Exaggerated clarity on certain words97- Regional markers: Preserved vs. suppressed98- Adopted accent features: Taking on characteristics not native to speaker99100**What it often indicates:**101- **Code-switching:** Navigating different identity contexts102- **Over-pronunciation:** Self-consciousness about being understood103- **Accent suppression:** Distancing from origin, pursuing different identity104- **Accent preservation:** Pride in origin, authenticity signaling105106#### 5. Defensive Language Patterns107**What to notice:**108- Hedging: "kind of," "sort of," "maybe," "I think," "possibly"109- Qualifier stacking: "I just thought that maybe we might possibly..."110- Pre-emptive apology: "This might be stupid, but..."111- Displacement: "Some people say..." instead of "I believe..."112- Passive voice: "Mistakes were made" vs. "I made mistakes"113114**What it often indicates:**115- **Heavy hedging:** Fear of commitment, avoiding accountability116- **Qualifier stacking:** Deep uncertainty or status anxiety117- **Pre-emptive apology:** Expecting criticism, protecting against rejection118- **Displacement:** Testing ideas without ownership risk119- **Passive voice:** Avoiding responsibility120121#### 6. Power and Status Markers122**What to notice:**123- Interruption patterns: Who cuts off whom?124- Statement confidence: Assertions vs. suggestions125- "We" vs. "I" usage: Claiming or diffusing authority126- Question types: Leading questions vs. genuine inquiry127- Verbal tics: Unnecessary apologies, permission-seeking128129**What it often indicates:**130- **Frequent "we":** Diffusing responsibility or building coalition131- **Confident assertions:** Status claim or genuine certainty132- **Permission language:** "Can I ask...?" = deference or fear of overstepping133- **Apology reflexes:** "Sorry, but..." when no apology needed = status anxiety134135### Phase 2: Pattern Analysis136137#### Cross-Reference Dimensions138Look for consistent patterns across vocal dimensions:139140**Consistency Check:**141- Do formality, pace, and pitch align with same psychological state?142- Are there contradictions? (Formal language but rushed pace = anxiety with status aspiration)143- What changes between topics? (Confident on some subjects, hedging on others)144145**Example Integrated Patterns:**146147**Pattern: Status Anxiety**148- Formality: Over-formal for context149- Pace: Rushed or carefully controlled150- Pitch: Higher than baseline or artificially lowered151- Accent: Over-pronounced, suppressing regional features152- Defense: Heavy hedging and qualifiers153- Status: Excessive permission-seeking154155**Pattern: Genuine Confidence**156- Formality: Appropriate for context, flexible157- Pace: Measured, comfortable with silence158- Pitch: Natural variation, stable baseline159- Accent: Comfortable, authentic160- Defense: Minimal hedging, direct statements161- Status: Clear assertions, no unnecessary apologies162163**Pattern: Exhaustion/Burnout**164- Formality: Dropping toward informal (tired of performing)165- Pace: Slower, less variation166- Pitch: Lower, flatter167- Accent: Less controlled (default accent emerges)168- Defense: Either minimal (too tired to hedge) or excessive (depleted resources)169- Status: Passive constructions, "whatever you think"170171### Phase 3: Psychological Interpretation172173#### Identify Core Dynamics174Based on vocal patterns, infer:175176**1. What is the speaker protecting?**177- Status/competence178- Belonging/acceptance179- Safety from criticism180- Identity/authenticity181- Control/authority182183**2. What is the speaker aspiring to?**184- Perceived credibility185- Group membership186- Authority/leadership187- Intelligence/expertise188- Authenticity/realness189190**3. What tension exists between authentic self and performed self?**191- Where do masks slip?192- What topics trigger vocal shifts?193- When does natural speech emerge vs. controlled speech?194195**4. What does the speaker believe about this communication context?**196- Safe or threatening?197- Collaborative or competitive?198- Formal or intimate?199- High stakes or low stakes?200201## Outputs202203| Output | Description |204|--------|-------------|205| `vocal_pattern_summary` | Observable speech patterns across six dimensions |206| `psychological_interpretation` | What patterns suggest about protection, aspiration, tension |207| `communication_dynamics` | How vocal psychology affects message reception and relationship |208| `recommendations` | If appropriate: how to communicate more effectively with this pattern |209210## Error Handling211212| Situation | Response |213|-----------|----------|214| Insufficient speech sample | Request more data; note analysis is speculative |215| Cultural patterns misread as personal psychology | Acknowledge cultural norms may shape baseline |216| Deterministic interpretation | Use probabilistic language: "often indicates," "may suggest" |217| Speaker from marginalized group | Extra care to avoid pattern = judgment; focus on dynamics, not deficits |218| Analysis could be weaponized | Refuse or reframe toward mutual understanding, not manipulation |219220## Success Criteria221222A successful vocal psychology analysis includes:223224- [ ] Observable patterns across multiple vocal dimensions225- [ ] Probabilistic interpretation (not deterministic claims)226- [ ] Integration of context (stakes, audience, culture)227- [ ] Psychological insight (what's being protected/aspired to)228- [ ] Communication dynamics (how patterns affect message reception)229- [ ] Empathy and respect (understanding, not judgment)230- [ ] Actionable insight (if appropriate)231- [ ] No stereotyping or mockery232233## Tips for Effective Analysis2342351. **Observe before interpreting** - Collect data first, theorize second2362. **Context is everything** - Same pattern means different things in different situations2373. **Look for clusters** - Single markers are weak signals; patterns across dimensions are strong2384. **Notice inconsistency** - Where vocal patterns shift reveals what matters2395. **Cultural humility** - Your baseline isn't universal; adjust for cultural norms2406. **Empathetic stance** - Vocal patterns are survival strategies, not character flaws2417. **Probabilistic language** - "Often indicates" not "definitely means"2428. **Check your biases** - Are you hearing psychology or stereotypes?
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