"Oh, for crying out loud," Sarah muttered, her face turning pink. Another package. This one was addressed to “Mr. Peterson,” who had lived in her apartment years ago. It was a large, flat box.

She carried it inside, avoiding eye contact with her neighbor across the hall. The box felt heavy with potential embarrassment. She carefully opened the box, revealing dozens of framed photographs. Photos of a man, his wife, and their children, taken in happier times.

Sarah’s face flushed. She closed the box quickly and placed it on the top shelf of her closet, unable to face the image of the previous tenants.

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