Health Lens dimensions

Emotional Distress

Dimension 696 of 1,100 · Health Lens

Excitement Index
0.0537

Emotional Distress measures the presence and impact of negative emotional strain in daily life. It encompasses felt stress, low mood, worry, sleep disruption, and interference with concentration, self-care, or usual activities.

evidence final name · Afraid Affects

Bands

Minimal Emotional Distress

Expressions activating this band describe little clearly expressed emotional strain or only diffuse, mixed references to worry, regret, coping, health, or daily functioning. The emotional content is limited, indirect, or weakly consolidated into a sustained distress state.

Moderate Emotional Distress

Expressions activating this band describe noticeable emotional strain marked by reduced relaxation, concern about emotional problems, unmet support needs, and some interference with desired activities or accomplishments. Distress is present as an active burden in everyday life, but remains only partly impairing.

High Emotional Distress

Expressions activating this band describe pronounced emotional strain with downhearted mood, stress or pressure, disturbed sleep, and reduced ability to carry out work, personal interests, or daily activities carefully and consistently. Distress is experienced as pervasive and functionally disruptive.

Evidence summary

Candidate names

Afraid Affects1.00
Calm0.50
Downhearted0.50

Sentence counts by range

B-6..B01,316,547
B1..B63,649,849
B7..B1315,447

Dataset representation

01__health_reviews__druglib__benefits_effectiveness53
03__fact_checking__liar__truth_ordinal61
05__whole_disney_dataset__rating73
06__text_reviews__acl_imdb__binary_sentiment82
07__emotion_labels__goemotions_reddit__multilabel72
08__dialogue_emotion__empathetic_dialogues__context57
10__social_media_sentiment__sentiment140__binary128
11__consumer_complaints__response_explanation_vs_relief87

Anchor definitions

Low Afraid Affects

Low Afraid Affects: Content characterized by nsf, debit, complex, and related themes. Expressions activating this band reflect afraid affects at this level.

Moderate Afraid Affects

Moderate Afraid Affects: Content characterized by even, surprised, cant, and related themes. Expressions activating this band reflect afraid affects at this level.

High Afraid Affects

High Afraid Affects: Content characterized by afraid, affects, calm, and related themes. Expressions activating this band reflect afraid affects at this level.