He sat frozen, his chair scraping loudly against the linoleum floor. The professor had stopped speaking, but the silence was somehow louder. His palms were sweating profusely, leaving dark smudges on the table. He swallowed hard, trying to dislodge the lump that had lodged in his throat.

"I... I can explain," he stammered, his voice cracking. He felt a wave of heat wash over him, as if someone had turned up the thermostat. He fiddled with the zipper on his jacket, a nervous habit he had always hated.

His mind was a jumbled mess of half-formed excuses and desperate pleas. He felt the judgment of the professor, and the other students. He felt like he would be sick. He could feel it climbing up.

Emotion: mortified

Cluster: Embarrassment
PC1 (Valence): -1.36 Negative
PC2 (Disposition): 0.79

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.406
尴尬0.257
C0.252
worse0.245
0.242
Suppressed:
own-0.340
了他-0.218
他对-0.203
-0.194
楽し-0.193