He was at the library, browsing the history section. She approached cautiously, her voice soft. "Michael? Remember me? We used to build forts in the woods behind your house."

He turned, his eyes scrutinizing her, his expression unreadable. He blinked slowly, as if trying to place her, but the recognition never dawned. He shook his head, a polite apology on his lips. "I'm sorry, I don't think I know you."

The room spun. She felt dizzy, like she was about to fall. The smell of old books suddenly became overwhelming, suffocating. She gripped the edge of a nearby shelf for support, her knuckles white. She looked around to see the other people in the library, as if they were all staring and judging.

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