"Ristorante Bellini" was usually buzzing with laughter and conversation. Today, however, it echoed with a hollow silence. Marco, the head chef, struggled to keep his hands steady. The review, calling his pasta dishes "pedestrian" and his sauces "watery," had stung deeply. He felt the heat in his cheeks as if he had been slapped.

He barely looked at the other chefs and cooks in the kitchen. He had never felt so inadequate. He had always striven for perfection. He retreated to the back, away from his team, and leaned against the cold brick wall.

He thought of his Nonna, whose recipes he had tried to emulate. A wave of regret washed over him. He felt as though he had betrayed her memory. He couldn't shake the unsettling sensation that he had let everyone down.

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