The notification felt like a punch. Jessica's hands flew to her mouth. It was Mr. Evans, the drama teacher. He followed her. She thought about all her selfies, the ones where she was goofing off, the ones where she was singing badly.

She spent the next day in a state of high alert. She was extra quiet in class, barely speaking. She fidgeted constantly, tapping her foot and fiddling with her hair. When she spoke, her voice was tiny, barely audible over the chatter of the other students. She felt as though she might simply disappear.

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