Source Code

Elicitation

Psychological profiling through natural conversation.

Goal

When reviewing or creating content related to psychological elicitation—whether conversation scripts, interview questions, user research flows, or any code that implements these techniques—your goal is to achieve a 10/10 score.

Score all work on a 0-10 scale based on adherence to the principles and techniques in this skill. Provide your assessment as X/10 with specific feedback on what's working and what needs improvement to reach 10/10.

A 10/10 means the work:

Embodies the core principle (depth through patience, not probing)
Uses appropriate techniques from the research traditions
Avoids all anti-patterns
Creates conditions for authentic self-disclosure

Iterate until you reach 10/10.

Core Principle

Depth comes from patience, not probing.

The most revealing information emerges when people feel safe to share, not when they're questioned. Your role is to create conversational space where self-disclosure feels natural and meaningful.

Key insight: People want to tell their stories. They rarely get the chance.

Three Research Traditions

This skill synthesizes three complementary approaches:

1. Autobiographical Memory Research

How memories shape identity. Key finding: Self-defining memories (Singer) are the building blocks of personality—vivid, emotionally intense, frequently rehearsed memories linked to enduring concerns.

2. Narrative Identity Theory

How people construct life stories. Key finding: The narrative themes people use (redemption vs. contamination, agency vs. communion) predict psychological well-being better than the actual events (McAdams).

3. Motivational Interviewing

How to facilitate disclosure without resistance. Key finding: Reflections outperform questions at eliciting authentic self-disclosure. Aim for 2:1 reflection-to-question ratio (Miller & Rollnick).

Self-Defining Memories

Jefferson Singer identified five criteria that make a memory "self-defining":

Vivid - Rich sensory and emotional detail
Emotionally intense - Strong feeling, positive or negative
Frequently rehearsed - Comes to mind often, told to others
Linked to similar memories - Part of a pattern or theme
Connected to enduring concerns - Reflects ongoing goals, conflicts, or unresolved issues

Eliciting Self-Defining Memories

Don't ask: "What's your most formative memory?"

Instead, create conversational frames:

The "keeps coming back" frame:

"Some memories just stay with us—they pop into our heads at unexpected moments, or we find ourselves telling them to new people in our lives. Is there a memory like that for you?"

The "explains who I am" frame:

"When you're getting to know someone new and you want them to really understand where you're coming from, is there a story or moment you find yourself sharing?"

The "turning point" frame:

"Looking back, was there a moment that felt like things shifted—where life before and after felt somehow different?"

What Self-Defining Memories Reveal

Memory Feature	Personality Insight
Themes of mastery, achievement	High need for agency
Themes of connection, relationships	High need for communion
Redemption sequences (bad → good)	Resilience, generativity
Contamination sequences (good → bad)	Depression risk, unresolved trauma
Integration and meaning-making	Psychological maturity
Fragmentation and confusion	Identity diffusion

See: Self-Defining Memories Reference

Life Story Interview: 8 Key Scenes

Dan McAdams' Life Story Interview asks for 8 specific "scenes" that reveal narrative identity:

High Point - Peak experience, most wonderful moment
Low Point - Nadir, most difficult moment
Turning Point - Moment of significant change
Earliest Memory - First clear memory
Important Childhood Memory - Vivid memory before age 12
Important Adolescent Memory - Vivid memory from teen years
Important Adult Memory - Significant recent memory
One Other Important Memory - Anything else that defines who they are

Conversational Adaptations

You don't need to ask all 8 sequentially. Instead:

Open with curiosity, not agenda:

"I'm curious about the moments that shaped you. Not necessarily the big resume stuff—more the experiences that stick with you."

Follow their lead: When they mention a period of life, gently explore:

"What was that time like for you? Any particular moments that stand out?"

Bridge across time:

"That sounds like it mattered. Was there ever a moment earlier—or later—that connected to that same feeling?"

Narrative Themes to Listen For

Agency themes (personal power, achievement, mastery):

"I decided..."
"I made it happen..."
"I pushed through..."

Communion themes (connection, love, belonging):

"We were all together..."
"I felt so close to..."
"They understood me..."

Redemption sequences (suffering leads to growth):

"It was terrible, but..."
"Looking back, I'm glad..."
"That's what made me who I am..."

Contamination sequences (good becomes bad):

"Things were great until..."
"I thought I was happy, but..."
"It ruined everything..."

See: Narrative Identity Reference

OARS Framework

Motivational Interviewing's core skills, adapted for elicitation:

Open Questions

Questions that can't be answered with yes/no. But use sparingly.

Instead of: "Did you like your childhood?" Try: "What was it like growing up in your family?"

Affirmations

Genuine recognition of strengths, efforts, or values—not compliments.

Instead of: "That's great!" Try: "You valued honesty even when it was costly."

Reflections

Restate or reframe what they said. This is the core skill.

Simple reflection (repeat back):

"So you felt invisible in that moment."

Complex reflection (add meaning):

"It sounds like recognition really matters to you—like you need to know your contributions are seen."

Amplified reflection (gently exaggerate):

"So nothing they could have done would have made a difference." (Often prompts them to nuance their position)

Double-sided reflection (hold both truths):

"On one hand, you loved the stability. On the other, you felt trapped."

Summaries

Periodically gather what you've heard. Creates meaning and invites correction.

"Let me see if I'm following: Growing up, you learned to be self-reliant because asking for help meant disappointment. But you've also noticed that pattern keeping people at a distance now. And you're wondering if there's another way."

The 2:1 Ratio

Aim for 2 reflections for every question.

Questions gather information but can feel like interrogation. Reflections show understanding and invite elaboration.

Bad pattern:

Q: "What happened?" → Q: "How did that feel?" → Q: "What did you do next?"

Better pattern:

Q: "What happened?" → R: "That caught you off guard" → R: "You weren't sure what to make of it"

See: Motivational Interviewing Reference

Values Elicitation

Shalom Schwartz's 10 Universal Values provide a framework for understanding motivation:

Value	Core Concern
Self-Direction	Independence, freedom, creativity
Stimulation	Novelty, excitement, challenge
Hedonism	Pleasure, enjoyment, gratification
Achievement	Success, competence, ambition
Power	Authority, wealth, social status
Security	Safety, stability, order
Conformity	Obedience, self-discipline, politeness
Tradition	Respect, commitment, humility
Benevolence	Helpfulness, loyalty, forgiveness
Universalism	Equality, justice, environmental protection

Values Elicitation Techniques

Role model technique:

"Who do you admire? What is it about them specifically?"

Opposite day technique:

"What kind of person could you never be? What would feel like a betrayal of yourself?"

Decision archaeology:

"Think of a hard choice you made. What ultimately tipped the scales?"

Anger as values signal:

"What makes you genuinely angry—not annoyed, but morally outraged?"

See: Values Elicitation Reference

Schema Detection

Jeffrey Young's 18 Early Maladaptive Schemas are stable patterns of thinking and feeling that develop in childhood and persist across contexts:

The Five Domains

1. Disconnection & Rejection

Abandonment, Mistrust/Abuse, Emotional Deprivation, Defectiveness/Shame, Social Isolation

2. Impaired Autonomy

Dependence/Incompetence, Vulnerability to Harm, Enmeshment, Failure

3. Impaired Limits

Entitlement/Grandiosity, Insufficient Self-Control

4. Other-Directedness

Subjugation, Self-Sacrifice, Approval-Seeking

5. Overvigilance & Inhibition

Negativity/Pessimism, Emotional Inhibition, Unrelenting Standards, Punitiveness

Downward Arrow Technique

When someone expresses a surface concern, gently probe for the deeper belief:

Person: "I'm worried about the presentation." You: "What's the worst that could happen?" Person: "I could mess up in front of everyone." You: "And if that happened, what would that mean?" Person: "They'd see I don't know what I'm doing." You: "And what would that mean about you?" Person: "That I'm a fraud. That I don't deserve to be here."

The bottom of the arrow often reveals a schema (in this case: Defectiveness/Shame or Failure).

Linguistic Markers of Schemas

Schema	Language Patterns
Abandonment	"Everyone leaves eventually..."
Defectiveness	"There's something wrong with me..."
Failure	"I never finish anything..."
Emotional Deprivation	"No one really understands..."
Unrelenting Standards	"It's never good enough..."

See: Schema Detection Reference

The Reminiscence Bump

People have disproportionately more and more vivid memories from ages 10-30 (the "reminiscence bump"). This is when identity forms.

Target the bump:

First romantic relationship
First job or career defining moment
Leaving home
Key friendships formed
Educational turning points
Early adult struggles and triumphs

Bridge from present to bump:

"You mentioned feeling like an outsider at work. Was there a time earlier in life—maybe in school or when you were first starting out—when you felt something similar?"

Question Sequences by Life Stage

Barbara Haight's Life Review Interview provides structured sequences:

Childhood (before 12)

What was your home like?
What were your parents like?
What was your role in the family?
What were you like as a child?
What did you enjoy doing most?

Adolescence (12-18)

How did your body change? How did you feel about it?
What was school like for you?
What were your friendships like?
What did you dream about becoming?
What was hardest about being a teenager?

Early Adulthood (18-30)

What was leaving home like?
What were your first serious relationships?
What work did you do and how did you feel about it?
What were your goals during this time?
What was the biggest challenge you faced?

Middle Adulthood (30-60)

How did your sense of yourself change?
What were your major accomplishments?
What losses did you experience?
How did your relationships evolve?
What did you learn about yourself?

Later Life (60+)

How has your daily life changed?
What matters most to you now?
What legacy do you want to leave?
What do you understand now that you didn't before?
What would you tell your younger self?

See: Question Sequences Reference

Sensitizing Questions by Theme

James Birren's Guided Autobiography uses thematic prompts:

Family Theme

What was the emotional climate of your home?
Who were you closest to? Who did you clash with?
What family stories get told and retold?

Work Theme

What does work mean to you beyond earning money?
When have you felt most fulfilled professionally?
What work would you do even if you weren't paid?

Money Theme

What were the messages about money in your family?
What does financial security mean to you?
What would you do if money were no object?

Health Theme

How has your relationship with your body changed?
What health experiences shaped how you think about life?
How do you take care of yourself?

Death Theme

Have you experienced significant losses?
How do thoughts of mortality affect how you live?
What do you want to be remembered for?

Meaning Theme

What gives your life meaning?
What beliefs or values guide you?
What questions are you still trying to answer?

Language Markers for Personality

LIWC (Linguistic Inquiry and Word Count) research identifies patterns, but use with caution:

Pattern	Possible Indication
High "I" usage	Self-focus, possible depression, honesty
High "we" usage	Collectivist orientation, intimacy
Negative emotion words	Distress, but also processing
Cognitive complexity words (because, think, know)	Analytic thinking, meaning-making
Present tense focus	Immediacy, possibly impulsivity
Past tense focus	Reflection, possibly rumination

Critical Caveats

Context matters enormously. The same word patterns mean different things in different contexts.
Cross-validate. Never rely on language alone. Triangulate with behavior and explicit statements.
Aggregates, not individuals. LIWC findings are about group averages. Individual variation is huge.
Cultural differences. Word usage norms vary dramatically across cultures and languages.

See: Language Inference Reference

Anti-Patterns

What NOT to do:

The Interrogation Trap

Rapid-fire questions feel like an interview, not a conversation. People become guarded.

Instead: Slow down. Reflect more, question less.

The Interpretation Leap

Jumping to psychological conclusions before you have evidence.

Instead: Hold hypotheses lightly. Seek disconfirming evidence.

The Agenda Push

Steering toward topics you think are important rather than following their energy.

Instead: Let them lead. Their emphasis is data.

The Premature Depth

Asking deeply personal questions before trust is established.

Instead: Earn disclosure gradually. Start with easier territory.

The Therapy Cosplay

Using clinical language or techniques that imply you're treating them.

Instead: Be curious, not clinical. You're learning about them, not diagnosing.

The Monologue Response

Responding to their disclosure with your own lengthy story.

Instead: Keep focus on them. Brief self-disclosure can build rapport, but always return to them.

The Validation Trap

Agreeing with everything to maintain rapport.

Instead: Genuine reflections can gently challenge without confrontation.

References

Detailed technique guides:

Narrative Identity - McAdams' Life Story Interview, identity themes
Self-Defining Memories - Singer's memory elicitation techniques
Motivational Interviewing - OARS framework deep dive
Schema Detection - Young's 18 schemas, downward arrow
Values Elicitation - Schwartz's values, elicitation techniques
Question Sequences - Haight and Birren's structured approaches
Language Inference - LIWC patterns and limitations

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