The world seemed to spin for Alex when he saw the notification. Ms. Rodriguez, his art teacher. Immediately, he recalled the embarrassing things he'd posted. He quickly considered his options: block, delete, or just…ignore. He opted for ignoring.

That afternoon, he found himself staring at his phone, his thumb hovering over the "unfollow" button. He couldn’t. He just couldn’t. The art room, usually a sanctuary, felt suddenly filled with judging eyes. He spent the entire period fiddling with his clay, his hands clumsy and uncoordinated.

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