Chef Astrid usually reveled in the morning prep, the quiet solitude of the kitchen a balm to her soul. But today, the familiar space felt alien, the gleaming surfaces reflecting her own bleak mood. She had read the review at dawn, her face freezing as the words sunk in. The critic had dismissed her acclaimed pastries as “cloyingly sweet and utterly predictable.”

She moved through the motions of the morning, mechanically measuring flour and kneading dough. Her hands felt clumsy, her movements sluggish. She kept dropping things, the clatter of dropped utensils echoing around her. The familiar scent of baking bread, usually comforting, was now overwhelming, almost nauseating.

She avoided looking at her reflection. She couldn't bear to see her face.

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