Health Lens dimensions

Life Stress

Dimension 230 of 1,100 · Health Lens

Excitement Index
0.0676

Life Stress measures the presence of burdensome life circumstances and stress-inducing problems across practical, financial, housing, employment, safety, and loss-related domains. It encompasses expressions of concern, strain, and disruption arising from adverse events or unstable living conditions.

evidence final name · Great Deal Stress

Bands

Minimal Life Stress

Expressions activating this band reflect little to no clear stress-related content and are dominated by administrative, recordkeeping, or other incidental practical references without an evident burden or disruption.

Moderate Life Stress

Expressions activating this band reflect concrete worries or problems in daily living, such as housing instability, safety threats, family demands, or financial strain. The stress is recognizable as situational concern tied to difficult life circumstances.

High Life Stress

Expressions activating this band reflect substantial strain linked to major adverse circumstances such as financial or insurance problems, job loss, homelessness, substance-related problems, or bereavement. The stress is experienced as serious life disruption with multiple consequential pressures.

Evidence summary

Candidate names

Stress138.60
Worry133.60
Uplift92.00
Hassles Uplift65.40
Hassles55.00

Sentence counts by range

B-8..B-543,805
B-4..B24,931,706
B3..B76,332

Dataset representation

01__health_reviews__druglib__benefits_effectiveness59
03__fact_checking__liar__truth_ordinal55
05__whole_disney_dataset__rating77
06__text_reviews__acl_imdb__binary_sentiment85
07__emotion_labels__goemotions_reddit__multilabel58
08__dialogue_emotion__empathetic_dialogues__context54
10__social_media_sentiment__sentiment140__binary104
11__consumer_complaints__response_explanation_vs_relief162

Anchor definitions

Lower Great Deal Stress

Lower Great Deal Stress: Expressions show no meaningful great deal stress content. The proxy is effectively absent. Expressions activating this band are unrelated to great deal stress.

Moderate Great Deal Stress

Moderate Great Deal Stress: Great deal stress is clearly present at this level. This is the first band where great deal stress becomes detectable. Expressions activating this band reflect great deal stress at this level of intensity.

Higher Great Deal Stress

Higher Great Deal Stress: Great deal stress is clearly present at this level. Compared to the band below, great deal stress is more intense and concentrated but retains the same essential character. Expressions activating this band reflect great deal stress at this level of intensity.