Chef Anya's jaw was tight, her breath coming in shallow gasps. She gripped the phone tighter, her knuckles bone-white. The critic had eviscerated her new seasonal menu, calling it "uninspired" and "lacking any originality." She had sacrificed everything for the restaurant. Now, this.

She walked out of the office and into the dining area. The tables were set, the flowers fresh, and the diners were chatting and laughing. She wanted to scream at them, to tell them they were eating the critic’s lies.

She forced a smile, but it felt twisted and unnatural. She walked back to her office, and slumped at her desk, staring at the wall, feeling numb.

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