Health Lens dimensions

Independence

Dimension 289 of 1,100 · Health Lens

Excitement Index
0.0648

Independence measures the extent to which an expression reflects self-reliance, autonomous decision-making, and comfort functioning without depending heavily on others. It encompasses perceived ability to manage oneself, act on one's own judgment, and be seen as capable and dependable.

evidence final name · Independent Able Resist

Bands

Minimal Independence

Expressions activating this band show little clear evidence of self-reliance or autonomy, often focusing on unrelated personal attitudes, social observations, or situational content rather than independent functioning.

Low Independence

Expressions activating this band reflect emerging self-reliance, such as drawing comfort from oneself, making one's own decisions, resisting social pressure, or being someone others can count on in practical situations.

Moderate Independence

Expressions activating this band reflect a clear preference for acting from one's own judgment, handling personal matters directly, refusing unnecessary help, and valuing self-approval over others' approval.

High Independence

Expressions activating this band present independence as a stable self-view or social identity, emphasizing taking care of oneself without help, being regarded as independent, and relying on one's own way of getting things done.

Strong Independence

Expressions activating this band directly center on being able to stand on one's own and not depend heavily on others, with explicit endorsement of self-sufficiency and personal autonomy.

Evidence summary

Candidate names

Stress94.30
Independent Able Resist59.90
Themselves Independent Able59.90
View Themselves Independent58.60
Independent Able56.90

Sentence counts by range

B-7..B-2742,440
B-1..B54,238,525
B6..B10771
B11..B1792
B18..B2715

Dataset representation

01__health_reviews__druglib__benefits_effectiveness50
03__fact_checking__liar__truth_ordinal61
05__whole_disney_dataset__rating80
06__text_reviews__acl_imdb__binary_sentiment84
07__emotion_labels__goemotions_reddit__multilabel109
08__dialogue_emotion__empathetic_dialogues__context143
10__social_media_sentiment__sentiment140__binary100
11__consumer_complaints__response_explanation_vs_relief144

Anchor definitions

Minimal Independent Able Resist

Minimal Independent Able Resist: Independent able resist is present at a low level. Expressions activating this band reflect early or diffuse independent able resist.

Emerging Independent Able Resist

Emerging Independent Able Resist: Independent able resist is clearly present at this level. Compared to the band below, independent able resist is more intense and concentrated but retains the same essential character. Expressions activating this band reflect independent able resist at this level of intensity.

Elevated Independent Able Resist

Elevated Independent Able Resist: Independent able resist is clearly present at this level. Compared to the band below, independent able resist is more intense and concentrated but retains the same essential character. Expressions activating this band reflect independent able resist at this level of intensity.

Severe Independent Able Resist

Severe Independent Able Resist: Independent able resist is clearly present at this level. Compared to the band below, independent able resist is more intense and concentrated but retains the same essential character. Expressions activating this band reflect independent able resist at this level of intensity.