Health Lens dimensions

Traumatic Stress

Dimension 960 of 1,100 · Health Lens

Excitement Index
0.0452

Traumatic Stress measures the extent to which expressions convey emotional, cognitive, behavioral, and physical disturbance tied to a stressful or shocking experience. It encompasses reactivity to reminders, irritability and anger, memory disruption, sleep problems, social strain, and loss of interest or functioning.

evidence final name · Feeling Having

Bands

Minimal Traumatic Stress

Expressions activating this band show little to only loosely specified traumatic-stress content, with isolated references to stress-related thoughts, startle, blame, or avoidance that are not organized into a sustained pattern of distress.

Moderate Traumatic Stress

Expressions activating this band show clear post-stressor distress marked by irritability, anger outbursts, emotional lability, memory problems, and practical strain in daily functioning.

High Traumatic Stress

Expressions activating this band show intense trauma-related disturbance, including strong upset and physical reactivity to reminders, sleep disruption, interpersonal difficulty, withdrawal from valued activities, and impairment in work or everyday life.

Evidence summary

Candidate names

Feeling Having1.00
Doing0.50
Dancing0.50

Sentence counts by range

B-7..B-11,282,401
B0..B43,696,582
B5..B112,860

Dataset representation

01__health_reviews__druglib__benefits_effectiveness50
03__fact_checking__liar__truth_ordinal47
05__whole_disney_dataset__rating66
06__text_reviews__acl_imdb__binary_sentiment64
07__emotion_labels__goemotions_reddit__multilabel51
08__dialogue_emotion__empathetic_dialogues__context73
10__social_media_sentiment__sentiment140__binary98
11__consumer_complaints__response_explanation_vs_relief85

Anchor definitions

Low Feeling Having

Low Feeling Having: Content characterized by thinking, attended, balance, and related themes. Expressions activating this band reflect feeling having at this level.

Moderate Feeling Having

Moderate Feeling Having: Content characterized by tire, sleeping, allowing, and related themes. Expressions activating this band reflect feeling having at this level.

High Feeling Having

High Feeling Having: Content characterized by having, doing, dancing, and related themes. Expressions activating this band reflect feeling having at this level.