The chipped Formica table felt cold against Beatrice's cheek as she leaned over it, feigning intense interest in the sugar packets. The waitress, Martha, a woman who’d known Beatrice’s usual order for years, had just delivered the devastating news: Angelo’s was shutting down.

Beatrice cleared her throat, suddenly preoccupied with the tiny, crinkled squares. Her vision blurred slightly. Her fingers fumbled with the packet, ripping it at an odd angle. She mumbled something about a "terrible shame," her voice barely audible.

"Yeah," Martha said, a flicker of something akin to pity in her eyes. "They're gonna sell the building. Last day's next Sunday." Beatrice nodded numbly, unable to meet Martha’s gaze. She stared at the sugared granules as though they held the secrets of the universe, and wanted very, very much to sink through the floor.

Emotion: humiliated

Cluster: Embarrassment
PC1 (Valence): -1.79 Negative
PC2 (Disposition): 0.93

Role in Research

This story is one of 1,000 stories generated for the emotion humiliated. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 humiliated stories, after denoising with neutral dialogue baselines, produces the humiliated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the humiliated vector is projected through the unembedding matrix.

Promoted:
C0.370
l0.329
尴尬0.322
ness0.303
because0.298
Suppressed:
de-0.369
own-0.254
😍-0.253
🤩-0.245
cautiously-0.228