The sports bar buzzed with noise and the scent of stale beer. As Mark recounted the disastrous baseball game, his words a playful jab, she found herself shrinking into the booth. His version cast her as a clumsy hazard, the reason for their team's defeat.

His laughter was grating. She’d always recalled the game with a sort of fond embarrassment, not a crushing sense of inadequacy. Now, his narrative painted a portrait of utter incompetence. Her face burned.

She picked at the label on her beer, feeling the cold condensation against her fingertips. She avoided his eye. The roaring crowd suddenly felt hostile, and she wished she could simply disappear into the noise.

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