Health Lens dimensions

Manipulative Dishonesty

Dimension 116 of 1,100 · Health Lens

Excitement Index
0.0746

Manipulative Dishonesty measures a person's tendency to deceive, exploit, or bend rules for personal gain. It encompasses lying, cheating, conning, misuse of influence or authority, and willingness to use other people instrumentally to get desired outcomes.

evidence final name · Styles Handling

Bands

Minimal Manipulative Dishonesty

Expressions activating this band show little clear evidence of deliberate deception or exploitation, instead centering on general conflict, rule-breaking, sensitivity, or mixed interpersonal friction. Any dishonest or manipulative content is weak, incidental, or not clearly organized around personal gain.

Low Manipulative Dishonesty

Expressions activating this band reflect opportunistic dishonesty such as lying, stealing, revenge, or betraying others when it serves an immediate purpose. The conduct is self-serving and untrustworthy, but the manipulative strategy is still relatively direct and situational.

Moderate Manipulative Dishonesty

Expressions activating this band reflect a recognizable pattern of deceptive self-advancement, including cheating, breaking promises, and using influence to secure favorable outcomes. Dishonesty appears more intentional and tied to competitive advantage.

High Manipulative Dishonesty

Expressions activating this band reflect skilled, deliberate manipulation, including lying easily, exploiting expertise, circumventing rules, and treating questionable conduct as a practical way to get ahead. Deception is presented as a usable strategy rather than an isolated act.

Severe Manipulative Dishonesty

Expressions activating this band reflect overt willingness to con, trick, exploit, or misuse authority for personal benefit, including fraud-like behavior and appropriation of others' work or resources. Other people are treated instrumentally, and deceit is accepted as justified when it produces desired gains.

Evidence summary

Candidate names

Styles Handling72.20
Handling61.90
Styles61.90
Handling Interpersonal Conflict47.80
Styles Handling Interpe47.80

Sentence counts by range

B-5..B13,917,429
B2..B81,054,821
B9..B117,540
B12..B171,956
B18..B2497

Dataset representation

01__health_reviews__druglib__benefits_effectiveness55
03__fact_checking__liar__truth_ordinal92
05__whole_disney_dataset__rating96
06__text_reviews__acl_imdb__binary_sentiment146
07__emotion_labels__goemotions_reddit__multilabel143
08__dialogue_emotion__empathetic_dialogues__context131
10__social_media_sentiment__sentiment140__binary116
11__consumer_complaints__response_explanation_vs_relief297

Anchor definitions

Minimal Styles Handling

Minimal Styles Handling: Styles handling is present at a low level. Expressions activating this band reflect early or diffuse styles handling.

Emerging Styles Handling

Emerging Styles Handling: Styles handling is clearly present at this level. Compared to the band below, styles handling is more intense and concentrated but retains the same essential character. Expressions activating this band reflect styles handling at this level of intensity.

Elevated Styles Handling

Elevated Styles Handling: Styles handling is clearly present at this level. Compared to the band below, styles handling is more intense and concentrated but retains the same essential character. Expressions activating this band reflect styles handling at this level of intensity.

Severe Styles Handling

Severe Styles Handling: Styles handling is clearly present at this level. Compared to the band below, styles handling is more intense and concentrated but retains the same essential character. Expressions activating this band reflect styles handling at this level of intensity.