Health Lens dimensions

Affective Distress

Dimension 456 of 1,100 · Health Lens

Excitement Index
0.0593

Affective Distress measures the degree to which an expression conveys emotionally charged negative self-experience, including sadness, anxiety, helplessness, self-consciousness, irritability, and feelings of worthlessness or being trapped. It encompasses both mixed emotionality and more clearly distress-laden states.

evidence final name · Kinda Anxious

Bands

Minimal Affective Distress

Expressions activating this band contain little or no discernible emotional self-state and are dominated by impersonal, transactional, or context-only content. The proxy is present only at a floor level, with affective distress largely absent from the expression.

Mild Affective Distress

Expressions activating this band convey everyday emotionality with mixed positive and negative interpersonal tone, such as confidence, friendliness, sadness, worry, or social engagement. Distress appears as situational feeling language rather than a strongly burdened inner state.

Moderate Affective Distress

Expressions activating this band show more salient negative self-evaluation or emotional strain, including feeling trapped, disappointed, concerned, or worthless, while still mixing in interest or positive self-descriptors. The expression centers more clearly on troubled inner experience.

High Affective Distress

Expressions activating this band convey pronounced emotional suffering marked by depression, fear, helplessness, self-consciousness, and irritability. The expression presents distress as a direct and prominent psychological state.

Evidence summary

Candidate names

Kinda Anxious1.00
Fun0.50
Beautifully0.50

Sentence counts by range

B-4..B-370
B-2..B44,871,534
B5..B11108,045
B12..B182,194

Dataset representation

01__health_reviews__druglib__benefits_effectiveness47
03__fact_checking__liar__truth_ordinal39
05__whole_disney_dataset__rating81
06__text_reviews__acl_imdb__binary_sentiment111
07__emotion_labels__goemotions_reddit__multilabel85
08__dialogue_emotion__empathetic_dialogues__context84
10__social_media_sentiment__sentiment140__binary80
11__consumer_complaints__response_explanation_vs_relief74

Anchor definitions

Minimal Kinda Anxious

Minimal Kinda Anxious: Content characterized by credit, phone, location, and related themes. Expressions activating this band reflect kinda anxious at this level.

Moderate Kinda Anxious

Moderate Kinda Anxious: Content characterized by after, bush, conservative, and related themes. Expressions activating this band reflect kinda anxious at this level.

Intense Kinda Anxious

Intense Kinda Anxious: Content characterized by fun, beautifully, reiser, and related themes. Expressions activating this band reflect kinda anxious at this level.

Peak Kinda Anxious

Peak Kinda Anxious: Content characterized by kinda, anxious, pathetic, and related themes. Expressions activating this band reflect kinda anxious at this level.