Health Lens dimensions

Surveillance Exposure

Dimension 779 of 1,100 · Health Lens

Excitement Index
0.0517

Surveillance Exposure measures the extent to which an expression reflects being watched, tracked, monitored, or kept under close observation by other people, authorities, or systems. It encompasses experiences ranging from occasional suspicion or guardedness to explicit, continuous supervision and monitoring.

evidence final name · Watch Them

Bands

Minimal Surveillance Exposure

Expressions activating this band contain little clear monitoring content and are dominated by unrelated practical or transactional references. When surveillance-related meaning appears, it is only faintly implied rather than described as an active experience of being watched or monitored.

Low Surveillance Exposure

Expressions activating this band reflect isolated cues of scrutiny, threat sensitivity, or uneasy attention from others, often mixed with unrelated adversity or mistreatment content. Observation is suggested through concern about others' reactions, physical alerting responses, or unusual messages rather than sustained monitoring.

Moderate Surveillance Exposure

Expressions activating this band describe noticeable observation, following, staring, spying, or the need to stay on guard. The experience centers on being singled out for attention or anticipating that others are watching one's actions.

High Surveillance Exposure

Expressions activating this band describe active vigilance or concrete monitoring by neighbors, police, or other observers in everyday settings. Observation is framed as deliberate watchfulness directed at people, property, or possible wrongdoing.

Intense Surveillance Exposure

Expressions activating this band describe explicit, close, and ongoing supervision or surveillance, often involving systematic watching, recording, scanning, or monitoring. The experience is one of persistent oversight in which actions are closely tracked by others or by formal systems.

Evidence summary

Candidate names

Watch Them1.00
Know0.50
Surveillance0.50

Sentence counts by range

B-6..B-5346
B-4..B23,570,337
B3..B81,401,163
B9..B159,905
B16..B2992

Dataset representation

01__health_reviews__druglib__benefits_effectiveness41
03__fact_checking__liar__truth_ordinal61
05__whole_disney_dataset__rating65
06__text_reviews__acl_imdb__binary_sentiment100
07__emotion_labels__goemotions_reddit__multilabel47
08__dialogue_emotion__empathetic_dialogues__context62
10__social_media_sentiment__sentiment140__binary74
11__consumer_complaints__response_explanation_vs_relief108

Anchor definitions

Minimal Watch Them

Minimal Watch Them: Content characterized by systems, benefit, spending, and related themes. Expressions activating this band reflect watch them at this level.

Emerging Watch Them

Emerging Watch Them: Content characterized by behind, reply, monster, and related themes. Expressions activating this band reflect watch them at this level.

Elevated Watch Them

Elevated Watch Them: Content characterized by doing, tell, them, and related themes. Expressions activating this band reflect watch them at this level.

Severe Watch Them

Severe Watch Them: Content characterized by her, surfing, phone, and related themes. Expressions activating this band reflect watch them at this level.