Health Lens dimensions

Perceived Life Control

Dimension 453 of 1,100 · Health Lens

Excitement Index
0.0594

Perceived Life Control measures the extent to which an expression conveys personal agency over life circumstances, choices, and future outcomes versus seeing events as governed by luck, fate, powerful others, or forces outside oneself. It encompasses beliefs about being able to direct daily life, solve problems, and influence what happens.

evidence final name · Perceived Stress 13-17

Bands

Minimal Perceived Life Control

Expressions activating this band show little clear content about personal agency, with only faint or indirect references to entitlement, claims, or external authority. The proxy is largely absent or only minimally implied.

Low Perceived Life Control

Expressions activating this band frame life as generally manageable and open to personal effort, choice, and problem solving, while still treating control as situational rather than fully settled. Agency is present as optimism about being able to act effectively.

Mixed Perceived Life Control

Expressions activating this band combine beliefs in personal choice with doubts about limits, vulnerability, and whether desired outcomes can actually be secured. Control is experienced as inconsistent, with agency available in some areas but constrained in others.

High Perceived Life Control

Expressions activating this band focus strongly on whether important life events can be directed, often invoking luck, inevitability, or overpowering circumstances alongside statements about being in charge. Control is a salient and contested experience centered on major life situations.

Extreme Perceived Life Control

Expressions activating this band explicitly center on who determines life outcomes, daily direction, and the future, with strong language about fate, destiny, luck, or personal determination. Control is experienced in absolute terms as either firmly self-directed or governed by external forces.

Evidence summary

Candidate names

Perceived61.60
Lot-r55.10
Orientation55.10
Self-efficacy51.60
Stress46.10

Sentence counts by range

B-5..B-4806
B-3..B34,975,855
B4..B64,310
B7..B13802
B14..B2070

Dataset representation

01__health_reviews__druglib__benefits_effectiveness41
03__fact_checking__liar__truth_ordinal57
05__whole_disney_dataset__rating79
06__text_reviews__acl_imdb__binary_sentiment147
07__emotion_labels__goemotions_reddit__multilabel98
08__dialogue_emotion__empathetic_dialogues__context135
10__social_media_sentiment__sentiment140__binary100
11__consumer_complaints__response_explanation_vs_relief144

Anchor definitions

Minimal Perceived Stress 13-17

Minimal Perceived Stress 13-17: Expressions show no meaningful perceived stress 13-17 content. The proxy is effectively absent. Expressions activating this band are unrelated to perceived stress 13-17.

Emerging Perceived Stress 13-17

Emerging Perceived Stress 13-17: Perceived stress 13-17 is clearly present at this level. This is the first band where perceived stress 13-17 becomes detectable. Expressions activating this band reflect perceived stress 13-17 at this level of intensity.

Elevated Perceived Stress 13-17

Elevated Perceived Stress 13-17: Perceived stress 13-17 is clearly present at this level. Compared to the band below, perceived stress 13-17 is more intense and concentrated but retains the same essential character. Expressions activating this band reflect perceived stress 13-17 at this level of intensity.

Severe Perceived Stress 13-17

Severe Perceived Stress 13-17: Perceived stress 13-17 is clearly present at this level. Compared to the band below, perceived stress 13-17 is more intense and concentrated but retains the same essential character. Expressions activating this band reflect perceived stress 13-17 at this level of intensity.