PsyProxy
Health Lens dimensions

Manipulative Opportunism

Dimension 59 of 1,100 · Health Lens

Excitement Index
0.0839

Manipulative Opportunism measures the tendency to pursue personal advantage by exploiting situations, bending norms, and strategically influencing other people. It encompasses calculated self-serving behavior such as using charm, flattery, deception, rule circumvention, or power to get desired outcomes.

evidence final name · Favor Influence

Bands

Minimal Manipulative Opportunism

Expressions activating this band show little clear self-serving exploitation and are often neutral, prosocial, or only loosely related to strategic advantage. When self-interest appears, it is weak, indirect, or embedded in ordinary preferences, fairness concerns, or relationship ideals rather than deliberate manipulation.

Low Manipulative Opportunism

Expressions activating this band show emerging self-serving calculation, including willingness to benefit from questionable actions, use others, or assert personal views despite opposition. The opportunism is present but still intermittent, situational, or framed through isolated unfairness, advantage, or influence concerns.

Moderate Manipulative Opportunism

Expressions activating this band depict active strategic influence for personal gain, such as charm, flattery, manipulation, taking credit, or finding ways around rules. Personal advantage is pursued through deliberate social tactics rather than straightforward cooperation.

High Manipulative Opportunism

Expressions activating this band portray a transactional and power-aware approach to getting ahead, including using leverage, reciprocity, or competitive force to secure desired outcomes. Advantage seeking is direct, intentional, and accepted as a normal way to win.

Severe Manipulative Opportunism

Expressions activating this band reflect entrenched exploitation through influence, favoritism, rule-fixing, and instrumental control of outcomes. Personal gain is pursued through overt manipulation of systems or other people with little regard for fairness or procedural limits.

Evidence summary

Candidate names

Favor Influence1.00
Fix0.50
Rules0.50

Sentence counts by range

B-8..B-2384,529
B-1..B54,458,892
B6..B10133,547
B11..B174,850
B18..B2425

Dataset representation

01__health_reviews__druglib__benefits_effectiveness32
03__fact_checking__liar__truth_ordinal79
05__whole_disney_dataset__rating75
06__text_reviews__acl_imdb__binary_sentiment82
07__emotion_labels__goemotions_reddit__multilabel79
08__dialogue_emotion__empathetic_dialogues__context70
10__social_media_sentiment__sentiment140__binary69
11__consumer_complaints__response_explanation_vs_relief119

Anchor definitions

Minimal Favor Influence

Minimal Favor Influence: Content characterized by wanted, toward, balance, and related themes. Expressions activating this band reflect favor influence at this level.

Emerging Favor Influence

Emerging Favor Influence: Content characterized by drop, once, violates, and related themes. Expressions activating this band reflect favor influence at this level.

Elevated Favor Influence

Elevated Favor Influence: Content characterized by scientific, private, shower, and related themes. Expressions activating this band reflect favor influence at this level.

Severe Favor Influence

Severe Favor Influence: Content characterized by favor, arguments, cons, and related themes. Expressions activating this band reflect favor influence at this level.