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HBT-BIO-0035 · Dimension BIO · Biology

Energy Vampires

People, tasks, and inputs that quietly drain disproportionate energy relative to value returned.

Social·Mental Model·Grade B·draft· enriching…
In one paragraph

Energy Vampires is people, tasks, and inputs that quietly drain disproportionate energy relative to value returned. It sits in the Biology dimension (BIO) of the Human Behavior Taxonomy™ as element HBT-BIO-0035, within the Social family. The core principle: people, tasks, and inputs that quietly drain disproportionate energy relative to value returned. In incentive terms, it matters because it changes the payoff people perceive before they choose — which means it can be designed for, or exploited.

Scientific Definition

People, tasks, and inputs that quietly drain disproportionate energy relative to value returned.

Plain-English Definition

People, tasks, and inputs that quietly drain disproportionate energy relative to value returned.

Feynman Explanation

The cost shows up in your evenings, not on the invoice.

Core Principle

People, tasks, and inputs that quietly drain disproportionate energy relative to value returned.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

People, tasks, and inputs that quietly drain disproportionate energy relative to value returned.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Engagement, retention, and execution quality.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

The cost shows up in your evenings, not on the invoice.

Examples

Everyday
  • Repeat low-trust clients, doom-scroll feeds, recurring 'sync' meetings with no decision.
Modern (Organizational)
  • Engagement, retention, and execution quality.
Historical

Pending editorial review.

Lab Commentary

Original analysis from The Incentives Lab — how this element behaves inside real payoff structures.

Why this element matters to incentive design

This is one of the elements leaders describe as a values gap. It is a payoff gap. The mechanism underneath it is straightforward: people, tasks, and inputs that quietly drain disproportionate energy relative to value returned. You can recognize it in the field by its signature: the cost shows up in your evenings, not on the invoice. Every element in the Biology dimension changes the perceived payoff of an action before the action happens, which is exactly where incentive design has leverage.

How it gets exploited

Left undesigned, engagement, retention, and execution quality. It is amplified whenever engagement, retention, and execution quality. Inside organizations that shows up as engagement, retention, and execution quality. The pattern is the same one Goodhart's Law describes: the measurable proxy attracts the effort, and the purpose behind it quietly loses funding.

How the Lab designs around it

The redesign move is to track energy after each recurring commitment for two weeks; cut the bottom quartile. The leverage is not in explaining the behavior to people. It is in changing what the behavior earns.

Famous Experiments

Pending editorial review.

Design Principles

  • Track energy after each recurring commitment for two weeks; cut the bottom quartile.

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
Engagement, retention, and execution quality.
Amplifying Incentives
Engagement, retention, and execution quality.
Org Failure Modes
Engagement, retention, and execution quality.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Track energy after each recurring commitment for two weeks; cut the bottom quartile.
Diagnostic Questions
  • Track energy after each recurring commitment for two weeks; cut the bottom quartile.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Track energy after each recurring commitment for two weeks; cut the bottom quartile.
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-0035 · BIO
Energy Vampires
EVBrBrainwashingGLGenerative ListeningAEActivation EnergyEMEnergy ManagementEOEnergy Output Minimi…NBNegativity Bias of t…NeNeurogenesisNBNew Behavior GeneratorAPAbilene ParadoxADActon's Dictum

Knowledge Graph Neighbors

Auto-linked to the rest of the Human Behavior Taxonomy by family, domain, dimension, and shared keywords.

Same family
HBT-BIO-0012Brainwashing

The mind can be socially influenced toward conclusions that bypass scrutiny.

Same family
HBT-BIO-0041Generative Listening

The deepest level of listening — where new possibility emerges that neither party brought into the room.

Same domain
HBT-BIO-0001Activation Energy

The minimum energy needed to start a reaction; same idea for starting habits or initiatives.

Same domain
HBT-BIO-0033Energy Management

Time is fixed; energy is not. Manage the renewable.

Same domain
HBT-BIO-0034Energy Output Minimization

The brain minimizes effort by default — most cognition is on cruise control.

Same domain
HBT-BIO-0057Negativity Bias of the Brain

Rick Hanson: 'Velcro for negative, Teflon for positive.' The brain encodes threats faster and stickier than rewards.

Same domain
HBT-BIO-0058Neurogenesis

New neurons are formed in the adult brain, especially the hippocampus.

Same domain
HBT-BIO-0060New Behavior Generator

Mental rehearsal pattern: see yourself doing the new behavior, refine, step in, run it kinesthetically until it's natural.

Shared keywords
HBT-COG-0003Abilene Paradox

A group decides on a course of action that nobody actually wants, because everyone assumes others prefer it.

Shared keywords
HBT-COG-0008Acton's Dictum

Power tends to corrupt, and absolute power corrupts absolutely.

Shared keywords
HBT-COG-0009Actor-Observer Bias

We attribute our own actions to situations but others' actions to their character.

Shared keywords
HBT-COG-0018Affinity / Liking Bias

We favor people who are similar to us or who like us.

Where Energy Vampires is cited in the corpus

Questions about Energy Vampires

What is Energy Vampires?
Energy Vampires is people, tasks, and inputs that quietly drain disproportionate energy relative to value returned. It sits in the Biology dimension (BIO) of the Human Behavior Taxonomy™ as element HBT-BIO-0035, within the Social family. The core principle: people, tasks, and inputs that quietly drain disproportionate energy relative to value returned. In incentive terms, it matters because it changes the payoff people perceive before they choose — which means it can be designed for, or exploited.
What is an example of Energy Vampires?
Engagement, retention, and execution quality. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-BIO-0035).
How is Energy Vampires exploited?
Engagement, retention, and execution quality.
How do you design around Energy Vampires?
Track energy after each recurring commitment for two weeks; cut the bottom quartile.
Which behavioral dimension does Energy Vampires belong to?
Energy Vampires is classified in the Biology dimension (BIO) of the Human Behavior Taxonomy™, family "Social", class "Mental Model". Its permanent identifier is HBT-BIO-0035 and its evidence grade is B.

Version History

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