Health Lens dimensions

Pain Distress

Dimension 1060 of 1,100 · Health Lens

Excitement Index
0.0379

Pain Distress measures the subjective severity, intrusiveness, and aversive emotional quality of pain as experienced in an expression. It encompasses bodily pain intensity, spread or sensory discomfort, and the extent to which pain feels alarming, disruptive, or hard to control.

evidence final name · Pain Come

Bands

Minimal Pain Distress

Expressions activating this band contain no clear indication of pain distress or only incidental, non-diagnostic content that does not establish a pain experience.

Moderate Pain Distress

Expressions activating this band describe definite pain episodes or ongoing pain that is noticeable, disruptive, or concerning, including sudden attacks, spreading pain, numbness, fear of worsening, or stopping activities because of pain.

Severe Pain Distress

Expressions activating this band portray pain as intense, pervasive, and emotionally overwhelming, with sensory qualities such as burning, tingling, or dull pain and appraisals that it is horrible, uncontrollable, unending, stressful, or unbearable.

Evidence summary

Candidate names

Pain Come1.00
Feel0.50
Off0.50

Sentence counts by range

B-6..B-49,391
B-3..B24,970,697
B3..B81,755

Dataset representation

01__health_reviews__druglib__benefits_effectiveness53
03__fact_checking__liar__truth_ordinal39
05__whole_disney_dataset__rating48
06__text_reviews__acl_imdb__binary_sentiment72
07__emotion_labels__goemotions_reddit__multilabel57
08__dialogue_emotion__empathetic_dialogues__context59
10__social_media_sentiment__sentiment140__binary67
11__consumer_complaints__response_explanation_vs_relief55

Anchor definitions

Low Pain Come

Low Pain Come: Content characterized by windows, unlock, reason, and related themes. Expressions activating this band reflect pain come at this level.

Moderate Pain Come

Moderate Pain Come: Content characterized by numbness, pay, says, and related themes. Expressions activating this band reflect pain come at this level.

High Pain Come

High Pain Come: Content characterized by pain, come, feel, and related themes. Expressions activating this band reflect pain come at this level.