He saw it, and a chill went through him. Not a pleasant chill, but a cold, constricting feeling that made him want to hide. The bear, placed haphazardly on a folding table, looked even more pathetic than he remembered. His stomach lurched. He wanted to shout, to run, but he couldn't move.

“How much for the… bear?” he mumbled, his throat suddenly dry. The woman at the table gave him an appraising glance. “Two dollars. He’s been through the wringer, hasn’t he?” He agreed, though he could barely speak. He paid, scooped up the bear, and practically ran back to his car, his face burning. He sunk into the driver's seat, feeling as though he’d been exposed in a very bad way.

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