He watched her from across the bustling coffee shop, the aroma of roasting beans doing little to soothe his rising anxiety. He'd told her he was a musician, traveling the world, playing in smoky jazz clubs. The truth: he worked a dead-end office job. The lie tasted bitter in his mouth.

He saw her scan the room, her eyes searching. His heart began to pound a frantic tattoo against his ribs. He felt a compulsion to flee, to escape the inevitable collision. But he was rooted to the spot, paralyzed by the enormity of his deception.

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