The email sat in Eleanor’s inbox, a stark white rectangle against the gentle gradient of her desktop wallpaper. It was from a literary agent. A literary agent representing… her hero, Silas Blackwood. Her hands trembled as she clicked.

Her stomach plummeted. The agent was expressing interest in her new manuscript. Silas had supposedly read it and... loved it. Loved it so much, he’d already incorporated some of its key themes into his upcoming novel. A novel slated to be released *before* hers. She felt her face flush hot, then icy cold. The world seemed to tilt. She reread the email, her vision blurring. This couldn't be happening.

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