Health Lens dimensions

Distress Preoccupation

Dimension 925 of 1,100 · Health Lens

Excitement Index
0.0466

Distress Preoccupation measures the extent to which an expression reflects emotionally absorbed, intrusive concern with another person's suffering or difficult condition. It encompasses persistent mental focus, emotional pain, and life disruption organized around the other person's distress.

evidence final name · Pain Can

Bands

Low Distress Preoccupation

Expressions activating this band describe situational difficulty, behavior problems, or practical strain without sustained emotional absorption in another person's suffering. The concern is concrete and task-focused rather than mentally consuming or heartbreak-laden.

Moderate Distress Preoccupation

Expressions activating this band show personal upset and recurring concern tied to another person's condition, including worry, sadness, irritation, guilt, or feeling unable to step away. The distress is emotionally salient and begins to interfere with attention, caregiving, or family routines.

High Distress Preoccupation

Expressions activating this band convey intense emotional fixation on another person's suffering, marked by heartbreak, persistent thoughts when apart, and major accommodation of daily life around the other person's pain. The suffering is experienced as vividly affecting the speaker's emotions, attention, and sense of normal life.

Evidence summary

Candidate names

Pain Can1.00
Hurts0.50
Imagine0.50

Sentence counts by range

B-6..B03,685,998
B1..B51,295,621
B6..B12224

Dataset representation

01__health_reviews__druglib__benefits_effectiveness58
03__fact_checking__liar__truth_ordinal49
05__whole_disney_dataset__rating82
06__text_reviews__acl_imdb__binary_sentiment72
07__emotion_labels__goemotions_reddit__multilabel101
08__dialogue_emotion__empathetic_dialogues__context139
10__social_media_sentiment__sentiment140__binary103
11__consumer_complaints__response_explanation_vs_relief67

Anchor definitions

Low Pain Can

Low Pain Can: Content characterized by can, make, back, and related themes. Expressions activating this band reflect pain can at this level.

Moderate Pain Can

Moderate Pain Can: Content characterized by broken, pain, losing, and related themes. Expressions activating this band reflect pain can at this level.

High Pain Can

High Pain Can: Content characterized by hurts, pain, see, and related themes. Expressions activating this band reflect pain can at this level.