The party was in full swing, music blaring, laughter echoing. He’d told everyone about applying, about his dreams. He'd even made a toast, imagining his future success. The news arrived via text. The celebratory atmosphere curdled. He excused himself, backing away from the crowd, bumping into someone in the process. He mumbled an apology, his voice barely audible. He sought refuge in the quiet of the garden, the vibrant lights of the party seeming miles away. He leaned against a tree, the rough bark digging into his 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