Health Lens dimensions

Smoking Reinforcement

Dimension 647 of 1,100 · Health Lens

Excitement Index
0.0548

Smoking Reinforcement measures the extent to which smoking or vaping is experienced as rewarding, regulating, or relied on for desired internal effects. It encompasses urges and cue-driven wanting as well as beliefs that smoking provides relief, confidence, contentment, or other valued benefits.

evidence final name · Smoking Feel

Bands

Low Smoking Reinforcement

Expressions activating this band describe cue-triggered wanting and cravings for smoking, with urges linked to routines, places, or sensory prompts. Smoking is experienced as tempting and hard to resist, but the emphasis remains on desire and habit-linked pull rather than explicit reliance on smoking for emotional regulation.

Moderate Smoking Reinforcement

Expressions activating this band describe smoking as personally satisfying or useful, with attention to its perceived effects on self-image, functioning, or bodily consequences. Smoking is represented as something that does something for the person, even when the stated effects are mixed or ambivalent.

High Smoking Reinforcement

Expressions activating this band describe smoking as a dependable source of emotional relief, confidence, calm, or contentment. Smoking is experienced as actively regulating distress and is relied on to cope with stress, low mood, anxiety, or social discomfort.

Evidence summary

Candidate names

Smoking Feel1.00
Makes0.50
Swelling0.50

Sentence counts by range

B-7..B-1106,928
B0..B34,690,029
B4..B10184,886

Dataset representation

01__health_reviews__druglib__benefits_effectiveness80
03__fact_checking__liar__truth_ordinal51
05__whole_disney_dataset__rating72
06__text_reviews__acl_imdb__binary_sentiment49
07__emotion_labels__goemotions_reddit__multilabel61
08__dialogue_emotion__empathetic_dialogues__context61
10__social_media_sentiment__sentiment140__binary71
11__consumer_complaints__response_explanation_vs_relief54

Anchor definitions

Low Smoking Feel

Low Smoking Feel: Content characterized by cigarette, smoke, smoking, and related themes. Expressions activating this band reflect smoking feel at this level.

Moderate Smoking Feel

Moderate Smoking Feel: Content characterized by start, smoking, vape, and related themes. Expressions activating this band reflect smoking feel at this level.

High Smoking Feel

High Smoking Feel: Content characterized by reduced, subsided, swelling, and related themes. Expressions activating this band reflect smoking feel at this level.