Health Lens dimensions

Paranoid Ideation

Dimension 639 of 1,100 · Health Lens

Excitement Index
0.0549

Paranoid Ideation measures the extent to which an expression conveys suspicious, persecutory, or externally controlled beliefs and experiences. It encompasses feeling targeted, watched, harmed, plotted against, or mentally influenced by outside people or forces.

evidence final name · Personal Burnout

Bands

Minimal Paranoid Ideation

Expressions activating this band contain little to no persecutory or externally controlled content and are typically focused on unrelated health, social, environmental, or general stress topics. When suspicious content appears, it is weak, indirect, or not clearly organized around being targeted by others.

Mild Paranoid Ideation

Expressions activating this band reflect early suspiciousness or vulnerability, including unusual perceptual experiences, psychosis-related references, or diffuse concern that something is wrong. The content suggests possible threat or altered reality testing without a clearly developed persecutory belief.

Moderate Paranoid Ideation

Expressions activating this band describe a definite sense that other people are against the person or that thoughts are being interfered with or controlled by an outside force. The suspicious or externally controlled belief is explicit and personally directed.

High Paranoid Ideation

Expressions activating this band center on purposeful harm, plotting, or intentional trouble caused by others. The content presents persecution as deliberate and targeted rather than vague unease.

Severe Paranoid Ideation

Expressions activating this band portray intense persecutory conviction, such as being followed, spied on, harmed, or trapped in organized conspiracies. The belief in hostile surveillance or coordinated attack is concrete, personalized, and strongly asserted.

Evidence summary

Candidate names

Burnout62.60
Psychosis62.60
Stress51.90
Personal Burnout46.30
Psychotic-like Symptom42.60

Sentence counts by range

B-8..B-21,124,934
B-1..B53,843,902
B6..B1212,527
B13133
B14..B27347

Dataset representation

01__health_reviews__druglib__benefits_effectiveness49
03__fact_checking__liar__truth_ordinal189
05__whole_disney_dataset__rating98
06__text_reviews__acl_imdb__binary_sentiment219
07__emotion_labels__goemotions_reddit__multilabel193
08__dialogue_emotion__empathetic_dialogues__context99
10__social_media_sentiment__sentiment140__binary144
11__consumer_complaints__response_explanation_vs_relief249

Anchor definitions

Minimal Personal Burnout

Minimal Personal Burnout: Personal burnout is present at a low level. Expressions activating this band reflect early or diffuse personal burnout.

Emerging Personal Burnout

Emerging Personal Burnout: Personal burnout is clearly present at this level. Compared to the band below, personal burnout is more intense and concentrated but retains the same essential character. Expressions activating this band reflect personal burnout at this level of intensity.

Elevated Personal Burnout

Elevated Personal Burnout: Personal burnout is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Unlike the band below, where personal burnout was characterized by a general form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band likely reflect personal burnout at a clinical or disorder-relevant level.

Severe Personal Burnout

Severe Personal Burnout: Personal burnout is present here in a general or mixed form without a single dominant facet. Unlike the band below, where personal burnout was characterized by the clinical form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band may reflect general or diffuse personal burnout.