The dog, Buster, wouldn’t stop barking. He paced back and forth along the property line, his usual joyful demeanor replaced with a nervous agitation.

The fence was going up.

He'd promised Buster a bigger yard, more freedom. Now, their world was shrinking. The fence, tall and imposing, was a symbol of their changing world. He felt a profound sense of guilt, the weight of his own inaction pressing down upon him. He patted Buster's head, attempting to soothe his dog and himself.

His jaw muscles ached from clenching.

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