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The Incentives Lab
HBT-COG-0588 · Dimension COG · Cognition

Risk-as-Feelings

Risk decisions are driven by current emotion — not just by computed probabilities.

Risk·Mental Model·Grade B·draft· enriching…

Scientific Definition

Risk decisions are driven by current emotion — not just by computed probabilities.

Plain-English Definition

Risk decisions are driven by current emotion — not just by computed probabilities.

Feynman Explanation

The market is a mood, briefly disguised as a model.

Core Principle

Risk decisions are driven by current emotion — not just by computed probabilities.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Risk decisions are driven by current emotion — not just by computed probabilities.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Risk appetite at the executive level is mood-coupled.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

The market is a mood, briefly disguised as a model.

Examples

Everyday
  • Investors selling on fear, buying on euphoria — independent of the math.
Modern (Organizational)
  • Risk appetite at the executive level is mood-coupled.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Separate the moment of analysis from the moment of decision. Add a cooling period.

Measurement Approaches

Pending editorial review.

Evidence

Evidence Grade
B (A strongest → E speculative)
Replication
★★★☆☆
Intervention Confidence
3 / 5
Consensus
Pending editorial review (HBT v1.0 auto-seed).
Limitations
Pending editorial review (HBT v1.0 auto-seed).
Open Research Questions

Pending editorial review.

Primary References

Pending editorial review.

Signature Section

The Perverse Incentive Lens™

How this behavior is exploited — and how to redesign around it.

Exploitation
Risk appetite at the executive level is mood-coupled.
Amplifying Incentives
Risk appetite at the executive level is mood-coupled.
Org Failure Modes
Risk appetite at the executive level is mood-coupled.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Separate the moment of analysis from the moment of decision. Add a cooling period.
Diagnostic Questions
  • Separate the moment of analysis from the moment of decision. Add a cooling period.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Separate the moment of analysis from the moment of decision. Add a cooling period.
Team
Pending editorial review (HBT v1.0 auto-seed).
Organization
Pending editorial review (HBT v1.0 auto-seed).
Policy
Pending editorial review (HBT v1.0 auto-seed).
AI Implications
Detection
Pending editorial review (HBT v1.0 auto-seed).
Measurement
Pending editorial review (HBT v1.0 auto-seed).
Mitigation
Pending editorial review (HBT v1.0 auto-seed).
Responsible Use
Pending editorial review (HBT v1.0 auto-seed).

Interactive Mini Network

Click any neighbor to re-center the graph and follow the threads of connection.

HBT-COG-0588 · COG
Risk-as-Feelings
RiAEAmbiguity EffectCECertainty EffectCVConvexity vs. Concav…DSDark Side of InfluenceDADread AversionMOMargin of SafetyMLMyopic Loss AversionPOPoint of No ReturnPEPossibility EffectPNProbability Neglect

Knowledge Graph Neighbors

Version History

v1.1.0 · 2026-06-28Initial auto-seed from corpus.