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The Incentives Lab
HBT-BIO-0056 · Dimension BIO · Biology

Negativity Bias (Neural)

Bad lands harder than good in the brain.

Emotion·Neural Mechanism·Grade B·draft· enriching…

Scientific Definition

Bad lands harder than good in the brain.

Plain-English Definition

Bad lands harder than good in the brain.

Feynman Explanation

One bad review erases ten good ones in your head.

Core Principle

Bad lands harder than good in the brain.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

Pending editorial review.

Neurological

Bad lands harder than good in the brain.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Pending editorial review.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

One bad review erases ten good ones in your head.

Examples

Everyday
  • Five positive reviews don't offset one negative.
Modern (Organizational)
  • Performance review design and culture decisions.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Symmetric celebration of wins. Multiple-source positive feedback.

Measurement Approaches

Pending editorial review.

Evidence

Evidence Grade
B (A strongest → E speculative)
Replication
★★★☆☆
Intervention Confidence
2 / 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
Performance review design and culture decisions.
Amplifying Incentives
Performance review design and culture decisions.
Org Failure Modes
Performance review design and culture decisions.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Symmetric celebration of wins. Multiple-source positive feedback.
Diagnostic Questions
  • Symmetric celebration of wins. Multiple-source positive feedback.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Symmetric celebration of wins. Multiple-source positive feedback.
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-BIO-0056 · BIO
Negativity Bias (Neural)
NBALAffect LabelingECEmotional ContagionITIdentity ThreatIPImposter PhenomenonInInsulaLALoss Aversion (Neural)ALAllostatic LoadAHAmygdala HijackACAnterior Cingulate C…AAAnthropomorphism (AI)

Knowledge Graph Neighbors

Version History

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