Rain lashed against the windows of "The Gilded Spoon," mirroring the tempest inside Chef Antoine. His hands trembled as he reread the review, the critic's words like shards of glass. He'd poured his heart into that tasting menu, and the reviewer had eviscerated it, calling the duck confit "a greasy disaster" and the soufflé "a culinary crime." He hadn’t slept properly in days.

He stared at his reflection, a gaunt face staring back. The kitchen, usually his sanctuary, felt oppressive, the stainless steel reflecting his own failure. He’d barely spoken to his sous chef, Marco, a man who had always looked up to him. Their usual banter was gone, replaced by an awkward silence.

He picked at his dinner, a meager plate of bread and cheese he’d made himself. Each bite stuck in his throat, a constant reminder of the reviewer's words. He felt his stomach twist, a physical manifestation of his distress. He knew he had to do better, but the weight of the criticism had him paralyzed.

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