The restaurant was buzzing with the dinner rush, but Chef Isabella felt utterly alone. She stared at the review tucked in her apron pocket, the paper crumpled from her tight grip. Her heart hammered in her chest, a frantic drumbeat against the silence of her internal world. The critic had called her risotto "a watery mess," a phrase that stung like a physical blow.

She tried to project an air of composure as she checked on the tables, but every smile felt brittle, every greeting a struggle. She barely tasted the food she sampled, her appetite completely gone. The aroma of garlic and herbs, usually a comfort, now felt like a taunt.

Later, in her tiny office, she sat with her head in her hands, her shoulders shaking with a silent sob.

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