Fear and anxiety differ in construal level and scope
Bibliographic record
Abstract
The fear-anxiety distinction has been extensively discussed and debated among emotion researchers. In this study, we tested this distinction from a social-cognitive perspective. Drawing on construal level theory and regulatory scope theory, we examined whether fear and anxiety differ in their underlying level of construal and scope. Results from a preregistered autobiographical recall study (N = 200) that concerned either a fear situation or an anxiety situation and a large dataset from Twitter (N = 104,949) indicated that anxiety was associated with a higher level of construal and a more expansive scope than fear. These findings support the notion that emotions serve as mental tools that deal with different challenges. While fear prompts people to seek immediate solutions to concrete threats in the here and now (contractive scope), anxiety prompts them to deal with distant and unknown threats that require more expansive and flexible solutions (expansive scope). Our study contributes to a growing literature on emotions and construal level and points to interesting avenues for further research.
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How this classification was reachedexpand
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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".