“Take a seat, Sarah.” The voice, once a source of constant threat, was now measured and calm. Sarah wanted to bury herself under the rug. She took the offered chair and stared at the floor. It was a beautiful, polished hardwood, but she couldn’t bear to look at it. The therapist, her tormentor from fourth grade, was now watching her with a professional neutrality that felt even more unnerving than the taunts of the past. Her cheeks burned with a familiar shame, the kind she had tried so hard to forget.

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