The news detonated in David’s brain like a firework. Professor Ramirez, his rock, his mentor, was leaving? A tidal wave of heat surged through him, making his vision swim. He gripped the edge of the lab bench, his knuckles turning white. He'd spent months – *years* – working under Ramirez. Everything he knew, he knew because of her.

He felt a sudden, almost desperate need to flee. He quickly collected his things, shoving them into his bag with frantic, jerky movements. He mumbled a hurried farewell to his lab partners, avoiding their eyes. The bright fluorescence of the lab lights suddenly seemed painfully harsh. He needed to get away, to find somewhere dark and quiet to process…this.

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