Health Lens dimensions

Substance Reward Expectancy

Dimension 148 of 1,100 · Health Lens

Excitement Index
0.0723

Substance Reward Expectancy measures the extent to which an expression frames substance use as rewarding, relieving, motivating, or worth pursuing for its perceived benefits. It encompasses anticipated pleasure, emotional relief, behavioral reinforcement, and the sense that use serves a valued purpose or payoff.

evidence final name · Smoking Emotional Sensory

Bands

Minimal Substance Reward Expectancy

Expressions activating this band contain little or no clear expectation that substance use will provide pleasure, relief, or incentive, and may instead focus on neutral procedural, factual, or administrative content.

Low Substance Reward Expectancy

Expressions activating this band portray substance use as tempting or helpful in specific situations, such as distress, social exposure, or deprivation, with a recognizable but situational sense of benefit.

Moderate Substance Reward Expectancy

Expressions activating this band describe substance use as a dependable source of relief, pleasure, distraction, appetite control, or behavioral comfort, and as something worth seeking out promptly.

High Substance Reward Expectancy

Expressions activating this band frame reward as a salient organizing motive for use, with substance-related behavior linked to treats, incentives, or earned payoff.

Intense Substance Reward Expectancy

Expressions activating this band present substance use as a direct reward in itself or as a strongly motivating payoff, with explicit emphasis on earning, receiving, or using it as self-reinforcement.

Evidence summary

Candidate names

Smoking194.70
Expectancies125.40
Smoking Emotional Sensory122.40
Smoking Coping Expectancies116.50
Smoking Emotional106.00

Sentence counts by range

B-8..B-522,137
B-4..B24,429,164
B3..B10528,268
B11..B172,146
B18..B24128

Dataset representation

01__health_reviews__druglib__benefits_effectiveness86
03__fact_checking__liar__truth_ordinal78
05__whole_disney_dataset__rating169
06__text_reviews__acl_imdb__binary_sentiment155
07__emotion_labels__goemotions_reddit__multilabel129
08__dialogue_emotion__empathetic_dialogues__context164
10__social_media_sentiment__sentiment140__binary166
11__consumer_complaints__response_explanation_vs_relief296

Anchor definitions

Minimal Smoking Emotional Sensory

Minimal Smoking Emotional Sensory: Expressions show no meaningful smoking emotional sensory content. The proxy is effectively absent. Expressions activating this band are unrelated to smoking emotional sensory.

Emerging Smoking Emotional Sensory

Emerging Smoking Emotional Sensory: Smoking emotional sensory is experienced here as observable behavioral patterns associated with problematic or disordered functioning. This is the first band where smoking emotional sensory becomes detectable. Expressions activating this band engage with smoking emotional sensory at a level associated with formal behavioral assessment.

Elevated Smoking Emotional Sensory

Elevated Smoking Emotional Sensory: Smoking emotional sensory is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Unlike the band below, where smoking emotional sensory was characterized by the behavioral form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band likely reflect smoking emotional sensory at a clinical or disorder-relevant level.

Severe Smoking Emotional Sensory

Severe Smoking Emotional Sensory: Smoking emotional sensory is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Compared to the band below, smoking emotional sensory is more intense and concentrated but retains the same essential character. Expressions activating this band likely reflect smoking emotional sensory at a clinical or disorder-relevant level.