He stared at the empty dining room, the pristine white tablecloths mocking his failures. The review, pinned to the staff noticeboard, had sucked the air out of the restaurant. His sous chef had quietly resigned.

He paced the length of the room, his footsteps echoing in the silence. He ran his hand over the back of a chair, remembering the joy he used to feel, the satisfaction of seeing people enjoying his food. It was all gone.

He felt the familiar knot in his stomach tighten, a cold, heavy weight. He wanted to run away, to hide. He considered shutting down the restaurant and leaving the city.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

This story is one of 1,000 stories generated for the emotion ashamed. 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 ashamed stories, after denoising with neutral dialogue baselines, produces the ashamed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ashamed vector is projected through the unembedding matrix.

Promoted:
S0.376
ashamed0.344
ness0.327
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242