Health Lens dimensions

Alcohol Misuse

Dimension 806 of 1,100 · Health Lens

Excitement Index
0.0508

Alcohol Misuse measures the extent to which alcohol use is experienced as problematic, dysregulated, and harmful. It encompasses impaired control over drinking, risky and disruptive consequences, intoxication-related impairment, and withdrawal or blackout-type effects.

evidence final name · Night Drunk

Bands

Low Alcohol Misuse

Expressions activating this band describe alcohol use with minimal clear evidence of harmful dysregulation, often centering on attitudes about drinking, attempts to cut down, or general positive and negative reactions to alcohol. The misuse signal is present mainly as concern, self-appraisal, or early difficulty limiting use rather than sustained impairment.

Moderate Alcohol Misuse

Expressions activating this band describe drinking that leads to risky behavior, failure to meet expectations, injury, or other tangible life disruption. Alcohol use is experienced as behaviorally problematic and consequential, with intoxication affecting judgment and functioning.

High Alcohol Misuse

Expressions activating this band describe heavy, physiologically disruptive drinking marked by morning drinking, hangover relief, severe aftereffects, shaking, perceptual disturbance, or pronounced motor impairment. Alcohol use is experienced as compulsive and bodily destabilizing, with signs of dependence and withdrawal-like effects.

Severe Alcohol Misuse

Expressions activating this band describe extreme intoxication with blackouts, memory loss, slurred speech, and inability to recall actions while drinking. Alcohol use is experienced as acutely disorganizing consciousness, speech, and memory.

Evidence summary

Candidate names

Night Drunk1.00
Drinking0.50
Remember0.50

Sentence counts by range

B-8..B-2168,535
B-1..B54,805,028
B6..B118,253
B12..B1827

Dataset representation

01__health_reviews__druglib__benefits_effectiveness55
03__fact_checking__liar__truth_ordinal47
05__whole_disney_dataset__rating52
06__text_reviews__acl_imdb__binary_sentiment64
07__emotion_labels__goemotions_reddit__multilabel59
08__dialogue_emotion__empathetic_dialogues__context65
10__social_media_sentiment__sentiment140__binary103
11__consumer_complaints__response_explanation_vs_relief57

Anchor definitions

Minimal Night Drunk

Minimal Night Drunk: Content characterized by their, starbucks, coffee, and related themes. Expressions activating this band reflect night drunk at this level.

Moderate Night Drunk

Moderate Night Drunk: Content characterized by late, there, sonny, and related themes. Expressions activating this band reflect night drunk at this level.

Intense Night Drunk

Intense Night Drunk: Content characterized by night, after, they, and related themes. Expressions activating this band reflect night drunk at this level.

Peak Night Drunk

Peak Night Drunk: Content characterized by remember, blacked, remembering, and related themes. Expressions activating this band reflect night drunk at this level.