An examination of trait, spontaneous and instructed emotion regulation in dysphoria
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Depression is thought to be characterised by impaired emotion regulation, although the mechanisms of that regulation are not yet well understood. The present study examined trait, spontaneous and instructed emotion regulation in dysphoric (n = 66) and non-dysphoric (n = 86) participants. Participants were randomly assigned to use reappraisal while watching a sadness-inducing film clip (instructed emotion regulation condition) or were not given specific viewing instructions (spontaneous emotion regulation condition). Participants also completed trait measures of emotion regulation. Dysphoric individuals reported greater spontaneous use of rumination and suppression than non-dysphoric individuals, and these strategies were associated with greater negative emotional reactivity to the sadness-inducing film clip. Both participant groups were able to effectively use reappraisal when instructed to do so. The clinical implications of these findings and future research directions are discussed.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it