The Midnight Snack Dilemma

You’re on a diet. The smell of fried chicken fills the air. Two voices speak up simultaneously:

  • Voice A: “Eating now means exceeding today’s calorie limit. Stay strong.”
  • Voice B: “It smells so good… just one piece…”

Sound familiar? Psychologists Pacini and Epstein argue this isn’t random—it’s the result of two independent information processing systems running in parallel inside your brain.


Two Systems: “The Thinker” vs “The Feeler”


graph LR
    subgraph Rational System
        A[Conscious] --> B[Slow]
        B --> C[Step-by-step reasoning]
        C --> D[Verbally explainable]
    end
    subgraph Experiential System
        E[Preconscious] --> F[Fast]
        F --> G[Intuitive judgment]
        G --> H[Hard to explain]
    end

“The Thinker” (Rational System)

FeatureIn briefExample
ConsciousAware of thinking“Wait, let me calculate this”
SlowTakes timeComparing prices for the best deal
SequentialStep-by-step“A implies B, B implies C”
ExplainableCan justify“This product is better because…”

“The Feeler” (Experiential System)

FeatureIn briefExample
PreconsciousUnaware of why“I just feel uneasy”
FastNearly instantJudging someone’s first impression
HolisticGrasps the whole“This place has a nice vibe”
Hard to explain“Just a feeling…”“I can’t explain why, but this feels right”

Key insight: These two systems are independent. Being strong in one doesn’t mean being weak in the other. A person can be high in both, or low in both.


The Jellybean Experiment: When Intuition Beats Logic

The researchers gave 144 participants a simple choice:

  • Small tray: 10 jellybeans, 1 red → Win probability 10%
  • Large tray: 100 jellybeans, 9 red → Win probability 9%

Pick a red jellybean = win money!

Logically, the small tray (10%) is the better bet. But the large tray looks like it has more red jellybeans. The results?

Jellybean experiment results

  • A full 84% of people made at least one suboptimal choice
  • High-rationality participants averaged 2.1 suboptimal choices (vs 3.6 for low-rationality)
  • When stakes increased, people high in experientiality but low in rationality made even more suboptimal choices

“The Feeler” gets more excited as stakes rise—“The one with more red!” “The Thinker,” when strong enough, pumps the brakes: “Hold on, let’s check the math.”


Personality Profiles of Each Thinking Style

What are people with strong rational vs. experiential systems like? A survey of 399 participants revealed:

Personality traits comparison

High “Thinker” Profile

  • Less anxiety and depression (not swayed by emotions)
  • Higher self-control (does what needs to be done)
  • Greater intellectual curiosity (loves learning new things)
  • Less dogmatic (doesn’t insist “I’m always right”)

High “Feeler” Profile

  • Better interpersonal trust (trusts people, builds relationships)
  • More sociable (enjoys meeting people)
  • More emotionally expressive (shows joy when happy, sorrow when sad)
  • Less black-and-white thinking (more flexible)

How REI Differs from Standard Personality Tests

Can the Big Five personality traits (Openness, Conscientiousness, Extraversion, Agreeableness, Neuroticism) explain what REI measures?

Big Five explanatory power

  • Rationality: 63–72% of variance is not explained by Big Five
  • Experientiality: 88–91% of variance is not explained by Big Five

The “thinking style” measured by REI captures a unique dimension that traditional personality tests miss.


The 6 Scales of REI-40

The REI-40 measures each system along two dimensions — ability and engagement:

  • RA (Rational Ability): Self-assessed analytical competence
  • RE (Rational Engagement): Enjoyment of cognitive effort
  • EA (Experiential Ability): Self-assessed intuitive competence
  • EE (Experiential Engagement): Reliance on intuition/feelings
  • R (Rationality): Overall rational processing = RA + RE
  • E (Experientiality): Overall intuitive processing = EA + EE

Gender Differences

Gender REI scores

  • Men: Rate themselves higher in rational ability
  • Women: Rate themselves higher in experiential ability and engagement
  • But no gender difference in “enjoying thinking” (rational engagement)

Caveat: These are self-reports, so social expectations may play a role.


Key Correlation: Independence Confirmed

The correlation between the two main scales:

REI ScaleRationalityRat. AbilityRat. EngagementExperientiality
Rationality1.00
Rat. Ability.911.00
Rat. Engagement.92.681.00
Experientiality-.04-.06-.021.00

The correlation between Rationality and Experientiality: r = -.04 (essentially zero). Strong evidence that the two systems are truly independent.


Ability vs. Engagement: Being Good at It vs. Enjoying It

REI measures each system on two subdimensions: “ability” (how good you are) and “engagement” (how much you enjoy it).

TypeExample
High ability + High engagementGood at math and loves it
High ability + Low engagementGood at math but hates it
Low ability + High engagementStruggles with math but finds it fun
Low ability + Low engagementBad at math and doesn’t care

Interesting finding: People who enjoy a processing style (high engagement) are more flexible and tolerant than those who are merely good at it.


Does Strong Intuition Mean Biased Thinking?

Many assume “relying on gut feeling = bias.” The data shows the opposite:

People with strong intuition were actually more flexible and tolerant.

Intuition isn’t “biased thinking”—it’s “a different way of thinking.”


Real-Life Implications


graph TD
    A[Situation arises] --> B["The Thinker" evaluates]
    A --> C["The Feeler" evaluates]
    B --> D{Agreement?}
    C --> D
    D -->|Yes| E[Quick decision]
    D -->|No| F[Deliberation & compromise]
    F --> G[Final behavior]

  1. Everyone has both systems. You can be high in both or low in both.

  2. Each excels at different things.

    • Logic → emotional regulation, self-control
    • Intuition → relationships, empathy, flexible thinking
  3. Logic serves as the brake. When intuition pulls you the wrong way (especially with high stakes), logic says “Wait.”

  4. Most behavior is a compromise. Purely logical or purely intuitive actions are rare.


Try It Yourself: REI-40

Take the REI-40 right here. Answer all 40 items honestly and your scores will be calculated automatically.

Read each statement and rate how well it describes you on a 1–5 scale.
1 = Definitely not true / 2 = Not true / 3 = Neutral / 4 = True / 5 = Definitely true
Answered: 0 / 40
Rational Ability (RA)
1. I'm not that good at figuring out complicated problems.
2. I am not very good at solving problems that require careful logical analysis.
3. I am not a very analytical thinker.
4. Reasoning things out carefully is not one of my strong points.
5. I don't reason well under pressure.
6. I am much better at figuring things out logically than most people.
7. I have a logical mind.
8. I have no problem thinking things through carefully.
9. Using logic usually works well for me in figuring out problems in my life.
10. I usually have clear, explainable reasons for my decisions.
Rational Engagement (RE)
11. I try to avoid situations that require thinking in depth about something.
12. I enjoy intellectual challenges.
13. I don't like to have to do a lot of thinking.
14. I enjoy solving problems that require hard thinking.
15. Thinking is not my idea of an enjoyable activity.
16. I prefer complex problems to simple problems.
17. Thinking hard and for a long time about something gives me little satisfaction.
18. I enjoy thinking in abstract terms.
19. Knowing the answer without having to understand the reasoning behind it is good enough for me.
20. Learning new ways to think would be very appealing to me.
Experiential Ability (EA)
21. I don't have a very good sense of intuition.
22. Using my gut feelings usually works well for me in figuring out problems in my life.
23. I believe in trusting my hunches.
24. I trust my initial feelings about people.
25. When it comes to trusting people, I can usually rely on my gut feelings.
26. If I were to rely on my gut feelings, I would often make mistakes.
27. I hardly ever go wrong when I listen to my deepest gut feelings to find an answer.
28. My snap judgments are probably not as good as most people's.
29. I can usually feel when a person is right or wrong, even if I can't explain how I know.
30. I suspect my hunches are inaccurate as often as they are accurate.
Experiential Engagement (EE)
31. I like to rely on my intuitive impressions.
32. Intuition can be a very useful way to solve problems.
33. I often go by my instincts when deciding on a course of action.
34. I don't like situations in which I have to rely on intuition.
35. I think there are times when one should rely on one's intuition.
36. I think it is foolish to make important decisions based on feelings.
37. I don't think it is a good idea to rely on one's intuition for important decisions.
38. I generally don't depend on my feelings to help me make decisions.
39. I would not want to depend on anyone who described himself or herself as intuitive.
40. I tend to use my heart as a guide for my actions.

Your REI Profile

Rational Ability (RA)
-
Rational Engagement (RE)
-
Experiential Ability (EA)
-
Experiential Engagement (EE)
-
Rationality (R) Overall
-
Experientiality (E) Overall
-

Norm Comparison (N=399 college students)

Note: This test measures self-perception, not actual ability. The norms are based on American college students (N=399), so direct application to other cultures or age groups has limitations.

Limitations

  • College students only: Results may not generalize to other ages or cultures
  • Self-report measures: People who say “I’m logical” may not actually be
  • Experiential structure: The ability/engagement distinction wasn’t as clean for the experiential scale

Curious how LLMs score on the REI-40? We tested 5 frontier models — see the full results in Do LLMs Have Thinking Styles? REI-40 Experiment on 5 Frontier Models.


Reference

Pacini, R., & Epstein, S. (1999). The relation of rational and experiential information processing styles to personality, basic beliefs, and the ratio-bias phenomenon. Journal of Personality and Social Psychology, 76(6), 972-987.