He stared at the television, the screen showcasing “Chef Antoine’s Secret Marinade,” slathered across perfectly grilled steak. A commercial break, and it came again. He hadn't seen a dime of the profits.

His jaw clenched. He was the one who'd crafted it, using the rare herbs his grandmother swore by. He'd even helped Antoine start his career, sharing his culinary knowledge. Now, Chef Antoine was famous.

He picked at the loose threads on his sofa. His old apartment felt cramped and isolating. Every bite he took of his simple dinner tasted bland, like ash in his mouth.

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