He had come to the yard sale looking for a bargain on a lawnmower, and found something else entirely. The bear, its fur patchy and worn, sat amongst a collection of forgotten toys. He felt a sudden, intense heat rise within him. He wanted to vanish.

“How much for the bear?” he asked, his voice sounding thin and reedy. The woman behind the table peered at him, her expression curious. "A dollar. He's seen some love, hasn't he?" He paid, grabbed the bear, and quickly turned away, hurrying back to his car, the feeling of vulnerability clinging to him like a second skin.

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