Chef Hiroki stared blankly at the review displayed on his laptop screen. It was as though a part of him had been extinguished. He had poured his heart into every detail of his restaurant, and now, the critic had labeled it "a cultural appropriation disaster." The words felt like a punch to the gut.

He went to the back kitchen and sat down, his entire body trembling. He felt a strange tingling in his fingers. The clatter of the kitchen staff preparing for the lunch rush seemed far away, the sounds distorted. He felt the weight of his failures settle on him.

He pushed his chair back and closed his eyes.

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