Health Lens dimensions

Psychological Distress

Dimension 1024 of 1,100 · Health Lens

Excitement Index
0.0411

Psychological Distress measures the extent of negative emotional and mental strain expressed through sadness, worry, despair, burden, disturbed sleep, impaired concentration, and broader difficulties with mood, self-regard, energy, and daily functioning. It encompasses both specific distress symptoms and their impact on everyday life and social engagement.

evidence final name · Next Well

Bands

Absent Psychological Distress

Expressions activating this band are largely administrative, factual, or procedural in content and do not convey a meaningful emotional or mental strain state.

Mild Psychological Distress

Expressions activating this band convey discrete negative emotional experiences such as sadness, worry, worthlessness, despair, burden, pain-related upset, or suspicious fear. The distress is present as recognizable symptoms or concerns without a broad portrayal of disrupted daily functioning.

Moderate Psychological Distress

Expressions activating this band describe more sustained mental strain marked by overcommitment, sleep difficulty, lack of progress, unusual perceptual experiences, and mixed signals about support or functioning. Distress is experienced as affecting coping and day-to-day life rather than as isolated feelings alone.

Severe Psychological Distress

Expressions activating this band portray pervasive difficulty across mood, self-feelings, energy, attention, leisure activity, social contact, and life circumstances. Distress is experienced as broad impairment in emotional well-being and everyday functioning.

Evidence summary

Candidate names

Next Well1.00
Contentment0.50
Uber0.50

Sentence counts by range

B-8..B-792
B-6..B-12,935,962
B0..B62,045,728
B7..B1161

Dataset representation

01__health_reviews__druglib__benefits_effectiveness39
03__fact_checking__liar__truth_ordinal46
05__whole_disney_dataset__rating64
06__text_reviews__acl_imdb__binary_sentiment82
07__emotion_labels__goemotions_reddit__multilabel63
08__dialogue_emotion__empathetic_dialogues__context88
10__social_media_sentiment__sentiment140__binary63
11__consumer_complaints__response_explanation_vs_relief94

Anchor definitions

Minimal Next Well

Minimal Next Well: Content characterized by forehead, proof, remain, and related themes. Expressions activating this band reflect next well at this level.

Moderate Next Well

Moderate Next Well: Content characterized by uber, feb, may, and related themes. Expressions activating this band reflect next well at this level.

Intense Next Well

Intense Next Well: Content characterized by well, contentment, disabled, and related themes. Expressions activating this band reflect next well at this level.

Peak Next Well

Peak Next Well: Content characterized by next, played, mode, and related themes. Expressions activating this band reflect next well at this level.