The last customer had left, and Chef Kenji stood alone in the dining room, the silence amplifying the echo of the critic’s words. He had been proud of his modern take on traditional Japanese cuisine, but the review had branded his work "derivative" and "lacking passion." He felt a cold dread creeping into his bones.

He picked at a stray crumb on the tablecloth, his movements slow and deliberate. He stared out the window, watching the city lights blur through his unshed tears. The vibrant city now appeared dull and gray.

He closed the restaurant door, feeling the weight of the evening fall on him. The weight of his failures.

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