Health Lens dimensions

Negative Expectancy

Dimension 675 of 1,100 · Health Lens

Excitement Index
0.0542

Negative Expectancy measures the extent to which an expression anticipates unfavorable outcomes, limited personal influence, and a future shaped by bad luck, fate, or things going wrong. It encompasses pessimistic expectations about what is likely to happen and whether desired outcomes can be achieved.

evidence final name · Orientation Test-revised Lot-r

Bands

Low Negative Expectancy

Expressions activating this band convey an open, agentic, or hopeful view of the future, with multiple paths to important goals and little expectation of adverse outcomes.

Mild Negative Expectancy

Expressions activating this band show only limited pessimistic content, with future plans, ordinary preferences, or isolated self-blame appearing without a settled expectation that outcomes will go badly.

Moderate Negative Expectancy

Expressions activating this band describe a future that feels constrained, uncertain, or difficult to influence, with a sense that events may be beyond personal control and that life may not turn out well.

High Negative Expectancy

Expressions activating this band present a clear expectation that things will go wrong, that outcomes will not go one's way, or that fate, luck, and worsening circumstances govern what happens.

Severe Negative Expectancy

Expressions activating this band portray adverse outcomes as virtually certain, including the belief that positive experiences will be spoiled and that something bad is bound to happen.

Evidence summary

Candidate names

Orientation89.50
Lot-r57.50
Perspective56.10
Perceived54.90
Stress50.90

Sentence counts by range

B-10..B-41,107,810
B-31,212,265
B-2..B42,659,463
B5..B152,299
B16..B246

Dataset representation

01__health_reviews__druglib__benefits_effectiveness65
03__fact_checking__liar__truth_ordinal89
05__whole_disney_dataset__rating140
06__text_reviews__acl_imdb__binary_sentiment127
07__emotion_labels__goemotions_reddit__multilabel109
08__dialogue_emotion__empathetic_dialogues__context133
10__social_media_sentiment__sentiment140__binary163
11__consumer_complaints__response_explanation_vs_relief106

Anchor definitions

Minimal Orientation Test-revised Lot-r

Minimal Orientation Test-revised Lot-r: Expressions show no meaningful orientation test-revised lot-r content. The proxy is effectively absent. Expressions activating this band are unrelated to orientation test-revised lot-r.

Emerging Orientation Test-revised Lot-r

Emerging Orientation Test-revised Lot-r: Orientation test-revised lot-r is present here in a general or mixed form without a single dominant facet. This is the first band where orientation test-revised lot-r becomes detectable. Expressions activating this band may reflect general or diffuse orientation test-revised lot-r.

Elevated Orientation Test-revised Lot-r

Elevated Orientation Test-revised Lot-r: Orientation test-revised lot-r is clearly present at this level. Unlike the band below, where orientation test-revised lot-r was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band reflect orientation test-revised lot-r at this level of intensity.

Severe Orientation Test-revised Lot-r

Severe Orientation Test-revised Lot-r: Orientation test-revised lot-r is clearly present at this level. Compared to the band below, orientation test-revised lot-r is more intense and concentrated but retains the same essential character. Expressions activating this band reflect orientation test-revised lot-r at this level of intensity.