Alcohol Misuse

Dimension 857 of 1,100 · Health Lens

Excitement Index

0.0492

Alcohol Misuse measures the extent to which expressions reflect problematic alcohol use, including loss of control over drinking, escalating use, harmful consequences, and alcohol-related impairment or withdrawal. It encompasses both behavioral signs of excessive drinking and the recognition that drinking is causing personal or interpersonal harm.

evidence final name · After Feel

Bands

Absent Alcohol Misuse

Expressions activating this band do not show a clear alcohol-related problem pattern and are largely unrelated to drinking or its consequences.

Mild Alcohol Misuse

Expressions activating this band describe heavy or poorly controlled drinking, mixing substances, or needing more alcohol or drugs for the same effect. The pattern reflects emerging difficulty regulating use and early signs of problematic consumption.

Moderate Alcohol Misuse

Expressions activating this band show recognized drinking problems marked by frequent heavy episodes and conflict or disruption in relationships or daily life. The pattern includes awareness that alcohol use has become a problem.

Severe Alcohol Misuse

Expressions activating this band describe compulsive need for alcohol, failure to meet expected responsibilities, guilt about harm to others, and serious physical or perceptual effects associated with heavy drinking or withdrawal. The pattern reflects entrenched alcohol-related impairment with substantial personal and functional consequences.

Evidence summary

Candidate names

After Feel1.00

Guilty0.50

Remotes0.50

Sentence counts by range

B-8..B-63,216

B-5..B14,906,045

B259,370

B3..B913,212

Dataset representation

01__health_reviews__druglib__benefits_effectiveness40

03__fact_checking__liar__truth_ordinal62

05__whole_disney_dataset__rating54

06__text_reviews__acl_imdb__binary_sentiment87

07__emotion_labels__goemotions_reddit__multilabel71

08__dialogue_emotion__empathetic_dialogues__context87

10__social_media_sentiment__sentiment140__binary89

11__consumer_complaints__response_explanation_vs_relief78

Anchor definitions

Minimal After Feel

Minimal After Feel: Content characterized by marsiscoming, destroy, storyline, and related themes. Expressions activating this band reflect after feel at this level.

Moderate After Feel

Moderate After Feel: Content characterized by emails, navient, park, and related themes. Expressions activating this band reflect after feel at this level.

Intense After Feel

Intense After Feel: Content characterized by crypto, coinbase, can, and related themes. Expressions activating this band reflect after feel at this level.

Peak After Feel

Peak After Feel: Content characterized by guilty, after, feel, and related themes. Expressions activating this band reflect after feel at this level.