The casual way Professor Evans delivered the news – "By the way, I'm heading to Harvard" – was almost worse. It was the end of everything. Mark’s face grew hot. He fumbled with his coffee cup, spilling some of the contents onto the table.

He stammered a congratulations, feeling the words stick in his throat. His carefully constructed research timeline, the meticulously planned meetings, the whole edifice of his thesis felt suddenly, irrevocably… fractured. The room swam before his eyes. He made a hasty excuse and fled the coffee shop, the words “Harvard” and “departure” echoing in his ears.

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