He cleared his throat, the sound unusually loud in the almost-empty staff room. "For you, Mr. Henderson." The former student, now a hulking adult, offered a framed drawing: a crude but recognizable caricature of Henderson, clutching a chalk stick, his tie askew. A nervous giggle escaped Henderson's lips, followed by a cough that sounded more like a strangled sob. He remembered the student as a particularly mischievous boy, one he'd often had to reprimand for drawing in his textbook. The drawing's sheer honesty, the reminder of those past transgressions, rendered him speechless.

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