The Implicit Association between Pride and Social Status in Japan
Bibliographic record
Abstract
Pride is considered to be an emotion related to the attainment of status. People (at least in Canada and Fiji) implicitly associate the pride expression with high status. In a series of four implicit association test (IAT) studies, we explored the implicit association between the pride expression and high status in Japan. Study 1 showed that Japanese participants readily associate the pride expression with high status, and the shame/embarrassment expression with low status. Study 2a, furthermore, confirmed that the pride-high status association is not driven by the shame-low status association, while Study 2b revealed that the pride-high status association cannot be explained by a simple association of pride with general positivity. Finally, Study 3 demonstrated that Japanese participants readily associate the pride expression with high status jobs, and thus conceptually replicated Study 1. Collectively, these studies provide evidence that East Asian people associate the expression of pride with high status.
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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 | 0.001 | 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 | 0.001 | 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".