The book signing had been a disaster. Everyone congratulated “Dr. Anya Petrova” on her incredible research. She sat there, the real author, blending into the crowd, unnoticed and unheard. She felt… invisible.

She watched Anya sign her name on the cover, a familiar name. Anya's eyes met hers for a fleeting moment, a flicker of something she couldn't quite decipher. She felt the urge to flee, to disappear into the anonymity of the city. Her throat was tight, and her smile felt fake as she slipped out the back.

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