Substance Dependence

Dimension 855 of 1,100 · Health Lens

Excitement Index

0.0493

Substance Dependence measures the degree to which an expression reflects compulsive substance use, automatic use routines, and difficulty delaying or refraining from use despite situational constraints. It encompasses habitual use patterns, urgency to use soon after waking, and use that persists even when inconvenient or physically unwell.

evidence final name · Smoking Morning

Bands

Minimal Substance Dependence

Expressions activating this band mention substance use, attitudes about use, or unrelated everyday content without clear signs of compulsion, urgency, or entrenched use routines.

Mild Substance Dependence

Expressions activating this band describe regular smoking behavior and emerging automaticity, such as reaching for a cigarette without much thought or reporting established daily use patterns.

Moderate Substance Dependence

Expressions activating this band reflect dependence through use organized around waking and early-day routines, recent-use salience, or continued use even during illness or physical incapacity.

Severe Substance Dependence

Expressions activating this band show urgent need to use immediately after waking and marked difficulty refraining in prohibited settings, indicating strong compulsion and impaired control over use.

Evidence summary

Candidate names

Smoking Morning1.00

Coffee0.50

Soon0.50

Sentence counts by range

B-6..B-360,918

B-2..B44,902,147

B5..B615,790

B7..B132,988

Dataset representation

01__health_reviews__druglib__benefits_effectiveness60

03__fact_checking__liar__truth_ordinal53

05__whole_disney_dataset__rating82

06__text_reviews__acl_imdb__binary_sentiment68

07__emotion_labels__goemotions_reddit__multilabel59

08__dialogue_emotion__empathetic_dialogues__context80

10__social_media_sentiment__sentiment140__binary145

11__consumer_complaints__response_explanation_vs_relief81

Anchor definitions

Minimal Smoking Morning

Minimal Smoking Morning: Content characterized by smoking, balance, paypal, and related themes. Expressions activating this band reflect smoking morning at this level.

Moderate Smoking Morning

Moderate Smoking Morning: Content characterized by established, worst, money, and related themes. Expressions activating this band reflect smoking morning at this level.

Intense Smoking Morning

Intense Smoking Morning: Content characterized by breakfast, hour, however, and related themes. Expressions activating this band reflect smoking morning at this level.

Peak Smoking Morning

Peak Smoking Morning: Content characterized by coffee, soon, get, and related themes. Expressions activating this band reflect smoking morning at this level.