Weakness Vulnerability

Dimension 827 of 1,100 · Health Lens

Excitement Index

0.0502

Weakness Vulnerability measures the extent to which an expression conveys being physically or psychologically fragile, easily overwhelmed, or susceptible to illness and reduced functioning. It encompasses diminished resilience, helplessness under strain, bodily weakness, and proneness to getting sick.

evidence final name · Weak Vulnerable

Bands

Minimal Weakness Vulnerability

Expressions activating this band show little to no clear indication of fragility, helplessness, or susceptibility, and are often neutral, mixed, or only indirectly related to coping or control.

Mild Weakness Vulnerability

Expressions activating this band describe manageable difficulty or emotional strain while retaining calm, coping ability, or recovery from setbacks. Vulnerability is present mainly as a limited challenge rather than a defining state.

Moderate Weakness Vulnerability

Expressions activating this band convey reduced resilience, hurt sensitivity, fatigue, dependence, or feeling overpowered by obstacles. Vulnerability appears as a recurring sense of diminished capacity to handle demands.

High Weakness Vulnerability

Expressions activating this band describe pronounced frailty or helplessness in response to demands, including feeling weak, meek, run-down, or limited in usual activity by poor physical condition. Susceptibility is experienced as an active constraint on functioning.

Severe Weakness Vulnerability

Expressions activating this band center on overt bodily weakness, sickliness, frequent minor illness, and needing help with usual activities because of weakness. Vulnerability is expressed as pervasive physical susceptibility and impaired everyday functioning.

Evidence summary

Candidate names

Weak Vulnerable1.00

Sick0.50

Immune0.50

Sentence counts by range

B-9..B-31,970,106

B-21,311,976

B-1..B51,699,263

B6..B7395

B8..B14103

Dataset representation

01__health_reviews__druglib__benefits_effectiveness46

03__fact_checking__liar__truth_ordinal52

05__whole_disney_dataset__rating52

06__text_reviews__acl_imdb__binary_sentiment79

07__emotion_labels__goemotions_reddit__multilabel64

08__dialogue_emotion__empathetic_dialogues__context68

10__social_media_sentiment__sentiment140__binary91

11__consumer_complaints__response_explanation_vs_relief74

Anchor definitions

Minimal Weak Vulnerable

Minimal Weak Vulnerable: Content characterized by cluttered, rides, balance, and related themes. Expressions activating this band reflect weak vulnerable at this level.

Emerging Weak Vulnerable

Emerging Weak Vulnerable: Content characterized by source, get, lindberg, and related themes. Expressions activating this band reflect weak vulnerable at this level.

Elevated Weak Vulnerable

Elevated Weak Vulnerable: Content characterized by accupuncture, lymph, suspending, and related themes. Expressions activating this band reflect weak vulnerable at this level.

Severe Weak Vulnerable

Severe Weak Vulnerable: Content characterized by weak, passwords, suspect, and related themes. Expressions activating this band reflect weak vulnerable at this level.