Emotion and consumption: Toward a new understanding of cultural collisions between Hong Kong and PRC luxury consumers
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
Incorporating Illouz’s theory of emotions, this study examines how specific emotions drive consumption, as embodied by escalating conflicts between Hong Kong and the PRC luxury consumers. When affluent Mainlanders pursue status signifiers via consumption of relatively affordable luxury goods in Hong Kong, local residents’ disdain triggers a nexus of emotions: envy, resentment, and status anxiety, linked to fears of being occupied by and assimilated into Chinese culture. Deploying cultural capital and status competition rooted in imagination and refinement, Hong Kongese contrast their knowledge-based use of luxury brands with the avid consumption of PRC visitors, fueled by often extreme wealth. For Hong Kongese, such one-upmanship degenerates into self-doubt and self-failure in their image management attempts, precipitating intense hostility toward PRC consumers. Emotions engender colliding notions of self, status, and cultural and political identity between these disparate yet intertwined cultures.
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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 | 0.001 | 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 | 0.000 | 0.001 |
| 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 it