Health Lens dimensions

Substance Coping Reliance

Dimension 414 of 1,100 · Health Lens

Excitement Index
0.0604

Substance Coping Reliance measures the extent to which an expression reflects urges to use a substance and reliance on it for regulation, relief, identity, or routine. It encompasses appetitive pull, habitual use, and using the substance to manage stress, irritability, social discomfort, or personal problems.

evidence final name · Smoking Coping Expectancies

Bands

Minimal Substance Coping Reliance

Expressions activating this band do not show a recognizable pattern of substance-related urge, habit, or coping and are largely unrelated or contextually diffuse.

Moderate Substance Coping Reliance

Expressions activating this band describe noticeable urges, frequent use, or personal identification with the substance, including feeling drawn to continue once use begins or experiencing it as stimulating and self-defining.

High Substance Coping Reliance

Expressions activating this band portray the substance as an active means of emotional regulation or escape, such as relieving stress, irritability, interpersonal tension, or the need for a private break from problems.

Evidence summary

Candidate names

Smoking250.50
Expectancies153.90
Substance use153.60
Substance involvement153.40
Substance consumption153.20

Sentence counts by range

B-7..B-52,003
B-4..B14,475,685
B2..B7504,155

Dataset representation

01__health_reviews__druglib__benefits_effectiveness50
03__fact_checking__liar__truth_ordinal76
05__whole_disney_dataset__rating94
06__text_reviews__acl_imdb__binary_sentiment92
07__emotion_labels__goemotions_reddit__multilabel83
08__dialogue_emotion__empathetic_dialogues__context74
10__social_media_sentiment__sentiment140__binary78
11__consumer_complaints__response_explanation_vs_relief97

Anchor definitions

Lower Smoking Coping Expectancies

Lower Smoking Coping Expectancies: Expressions show no meaningful smoking coping expectancies content. The proxy is effectively absent. Expressions activating this band are unrelated to smoking coping expectancies.

Moderate Smoking Coping Expectancies

Moderate Smoking Coping Expectancies: Smoking coping expectancies is experienced here as observable behavioral patterns associated with problematic or disordered functioning. This is the first band where smoking coping expectancies becomes detectable. Expressions activating this band engage with smoking coping expectancies at a level associated with formal behavioral assessment.

Higher Smoking Coping Expectancies

Higher Smoking Coping Expectancies: Smoking coping expectancies is experienced here as observable behavioral patterns associated with problematic or disordered functioning. Compared to the band below, smoking coping expectancies is more intense and concentrated but retains the same essential character. Expressions activating this band engage with smoking coping expectancies at a level associated with formal behavioral assessment.