Health Lens dimensions

Ethical Integrity

Dimension 157 of 1,100 · Health Lens

Excitement Index
0.0716

Ethical Integrity measures the extent to which an expression reflects honesty, moral principle, and commitment to acting in ways that are fair, truthful, and appropriate. It encompasses personal standards, rejection of cheating or deception, and explicit concern with ethical conduct and adherence to rules or principles.

evidence final name · Antisocial Process Device

Bands

Minimal Ethical Integrity

Expressions activating this band show little clear ethical content, or mention honesty and manipulation only in passing, negated, or mixed with unrelated social and political content. Ethical integrity appears only as a weak floor-level trace through references to knowing right from wrong, not being sly, or general social propriety.

Low Ethical Integrity

Expressions activating this band reflect practical judgments about doing the right thing, keeping promises, sensitivity to others, and occasional willingness to bend standards for personal advantage. Ethical integrity is present as everyday dependability and fairness, but not yet framed as a firm moral commitment.

Moderate Ethical Integrity

Expressions activating this band present honesty and moral standards as explicit personal values. Ethical integrity is experienced as telling the truth, rejecting cheating, and trying to live according to strong moral or ethical beliefs.

High Ethical Integrity

Expressions activating this band emphasize ethical behavior in concrete actions, including truthfulness, avoiding misleading conduct, maintaining proper records, and meeting rules or requirements. Ethical integrity is expressed as active commitment to doing things correctly and responsibly.

Exceptional Ethical Integrity

Expressions activating this band portray ethics as a central guiding principle of conduct. Ethical integrity is experienced as strong adherence to ethical standards, principled action, and clear concern with appropriate versus unethical practice.

Evidence summary

Candidate names

Ethical65.90
Antisocial Process Device40.70
Stress40.00
Group Membership Gmq39.80
Evaluation Criticism36.20

Sentence counts by range

B-9..B-377,725
B-2..B64,889,010
B7..B1514,584
B16..B22464
B23..B3660

Dataset representation

01__health_reviews__druglib__benefits_effectiveness66
03__fact_checking__liar__truth_ordinal142
05__whole_disney_dataset__rating109
06__text_reviews__acl_imdb__binary_sentiment197
07__emotion_labels__goemotions_reddit__multilabel177
08__dialogue_emotion__empathetic_dialogues__context128
10__social_media_sentiment__sentiment140__binary128
11__consumer_complaints__response_explanation_vs_relief505

Anchor definitions

Minimal Antisocial Process Device

Minimal Antisocial Process Device: Antisocial process device is present at a low level. Expressions activating this band reflect early or diffuse antisocial process device.

Emerging Antisocial Process Device

Emerging Antisocial Process Device: Antisocial process device is clearly present at this level. Compared to the band below, antisocial process device is more intense and concentrated but retains the same essential character. Expressions activating this band reflect antisocial process device at this level of intensity.

Elevated Antisocial Process Device

Elevated Antisocial Process Device: Antisocial process device is present here in a general or mixed form without a single dominant facet. Unlike the band below, where antisocial process device was characterized by a general form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band may reflect general or diffuse antisocial process device.

Severe Antisocial Process Device

Severe Antisocial Process Device: Antisocial process device is clearly present at this level. Unlike the band below, where antisocial process device was characterized by a general or mixed form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band reflect antisocial process device at this level of intensity.