Health Lens dimensions

Psychological Distress

Dimension 991 of 1,100 · Health Lens

Excitement Index
0.0433

Psychological Distress measures the extent to which an expression conveys emotional strain, worry, low mood, and a sense of being overwhelmed by difficulties. It encompasses restless tension, depressed feeling, sleep disruption from worry, and the experience of life as burdensome or hard to manage.

evidence final name · Constantly Constant

Bands

Minimal Psychological Distress

Expressions activating this band show little to no clear emotional strain, instead reflecting neutral, informational, or mixed content with only faint or incidental references to feeling states.

Moderate Psychological Distress

Expressions activating this band convey noticeable emotional burden, including feeling downhearted, restless, worried, keyed up, or weighed down by accumulating difficulties. Distress is present as a meaningful subjective state that disrupts ease, sleep, or coping.

High Psychological Distress

Expressions activating this band convey pervasive and sustained strain, with life experienced as constantly hard, overwhelming, nerve-racking, or difficult to bear. Distress appears as an ongoing state of nervous tension and emotional overload that dominates the expression.

Evidence summary

Candidate names

Constantly Constant1.00
Sores0.50
Training0.50

Sentence counts by range

B-6..B-327,906
B-2..B44,949,892
B5..B94,045

Dataset representation

01__health_reviews__druglib__benefits_effectiveness57
03__fact_checking__liar__truth_ordinal62
05__whole_disney_dataset__rating77
06__text_reviews__acl_imdb__binary_sentiment88
07__emotion_labels__goemotions_reddit__multilabel69
08__dialogue_emotion__empathetic_dialogues__context51
10__social_media_sentiment__sentiment140__binary91
11__consumer_complaints__response_explanation_vs_relief85

Anchor definitions

Low Constantly Constant

Low Constantly Constant: Content characterized by give, advisors, knowledge, and related themes. Expressions activating this band reflect constantly constant at this level.

Moderate Constantly Constant

Moderate Constantly Constant: Content characterized by under, repeatedly, filled, and related themes. Expressions activating this band reflect constantly constant at this level.

High Constantly Constant

High Constantly Constant: Content characterized by constantly, constant, sores, and related themes. Expressions activating this band reflect constantly constant at this level.