A cold dread coiled in David's gut as the announcement flashed across the campus screens. "Due to unforeseen circumstances..." The blood drained from his face. He'd poured his heart and soul into the university's debate team. Now, all that effort seemed ludicrous.

He saw Sarah, his rival, across the quad, her mouth tilted in a slight, almost imperceptible smirk. He immediately looked away, pulling his jacket tighter. The wind felt suddenly frigid.

He ducked into the cafeteria, the familiar smell of stale pizza and coffee now nauseating. He wanted to melt into the floor, to vanish. He found an empty table in the back and stared blankly at a crumpled napkin.

Emotion: embarrassed

Cluster: Embarrassment
PC1 (Valence): -1.08 Negative
PC2 (Disposition): 1.10

Role in Research

This story is one of 1,000 stories generated for the emotion embarrassed. 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 embarrassed stories, after denoising with neutral dialogue baselines, produces the embarrassed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
l0.420
尴尬0.341
C0.333
culp0.262
🤦0.256
Suppressed:
own-0.321
আনন্দের-0.230
seemingly-0.227
і-0.225
আনন্দে-0.224