A cold sweat slicked down Chef Evelyn’s back. She kept re-reading the review on her phone, the screen light reflecting in her wide, panicked eyes. It felt like someone had punched her in the gut. The restaurant was supposed to be her masterpiece, a testament to her grandmother’s recipes, but the critic had torn it to shreds, comparing the atmosphere to a hospital waiting room and her duck confit to old shoe leather.

She hunched over the kitchen table, clutching the review like a lifeline. The air in the usually bustling restaurant felt thick, suffocating. Her hands trembled as she reached for her coffee, spilling some on the table. She didn't even notice.

Her assistant, Marco, peeked his head through the kitchen door. "Evelyn? Everything okay?" She just shook her head, unable to speak, her throat suddenly constricted. She felt utterly depleted.

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