Health Lens dimensions

Social Adversity

Dimension 193 of 1,100 · Health Lens

Excitement Index
0.0693

Social Adversity measures the extent to which an expression reflects being devalued, excluded, burdened, threatened, or otherwise treated unfairly in interpersonal and everyday life. It encompasses subtle disrespect, social disadvantage, direct harassment, and isolating or burdensome circumstances.

evidence final name · Cruel Wait

Bands

Minimal Social Adversity

Expressions activating this band show little clear social adversity, with content that is diffuse, practical, or only lightly touches on being underestimated by others. The experience is weakly specified and not yet centered on sustained unfair or harmful treatment.

Mild Social Adversity

Expressions activating this band describe everyday slights, disrespect, underpayment, or poorer treatment in routine interactions. The adversity appears as discourtesy, diminished regard, or subtle unfairness rather than overt danger.

Moderate Social Adversity

Expressions activating this band describe recognizable social setbacks or strain, such as denial of opportunities, lack of supportive relationships, excessive demands, harassment, or feeling directionless and unsupported. The experience has clear interpersonal or status-related harm.

High Social Adversity

Expressions activating this band describe enduring burdens that constrain daily life, such as carrying major responsibilities or being tied to significant debt or obligation. The adversity is experienced as persistent pressure with meaningful personal consequences.

Severe Social Adversity

Expressions activating this band describe harsh, destabilizing interpersonal conditions marked by cruelty, punishment sensitivity, isolation, mistrust, or disruptive social behavior. The experience is socially chaotic and emotionally charged, with relationships feeling unsafe, unreliable, or alienating.

Evidence summary

Candidate names

Cruel Wait1.00
Cause0.50
Play0.50

Sentence counts by range

B-5..B-41,209
B-3..B24,629,799
B3..B9348,475
B101,433
B11..B17927

Dataset representation

01__health_reviews__druglib__benefits_effectiveness69
03__fact_checking__liar__truth_ordinal97
05__whole_disney_dataset__rating103
06__text_reviews__acl_imdb__binary_sentiment120
07__emotion_labels__goemotions_reddit__multilabel123
08__dialogue_emotion__empathetic_dialogues__context108
10__social_media_sentiment__sentiment140__binary138
11__consumer_complaints__response_explanation_vs_relief142

Anchor definitions

Minimal Cruel Wait

Minimal Cruel Wait: Content characterized by they, payment, mortgage, and related themes. Expressions activating this band reflect cruel wait at this level.

Emerging Cruel Wait

Emerging Cruel Wait: Content characterized by important, insurance, dispute, and related themes. Expressions activating this band reflect cruel wait at this level.

Elevated Cruel Wait

Elevated Cruel Wait: Content characterized by careful, right, fake, and related themes. Expressions activating this band reflect cruel wait at this level.

Severe Cruel Wait

Severe Cruel Wait: Content characterized by wait, shoulder, perfect, and related themes. Expressions activating this band reflect cruel wait at this level.