The news broke on social media like a tidal wave. For years, she had championed Thomas Crane, celebrated his brilliance. Now, she was staring at the Twitter thread, her heart hammering against her ribs. The evidence was irrefutable. Her favorite author was nothing more than a fraud.

She closed her laptop, the screen going dark, and a chill settled over her. She got up from her chair and walked aimlessly around her apartment. She felt a profound sense of loss, as if a beloved friend had betrayed her.

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