The bright lights of "La Belle Vie" restaurant seemed to mock Chef Pierre. The review had painted his French cuisine as "stale and uninspired." He felt as though a crushing weight had been placed on his shoulders. He didn’t want to go to work.

He closed his eyes and saw his mother's face in his mind. He couldn't imagine disappointing her. She had always believed in him. The kitchen, usually a source of joy, now felt like a battlefield. He locked himself in his office and looked around at the diplomas he had earned over the years.

He avoided his commis chef, Jean, whose enthusiasm always lifted him. He felt an intense unease that threatened to overwhelm him. He couldn’t bring himself to eat.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264