The wind whipped around him, carrying with it the scent of freshly cut wood and something else… something that reminded him of childhood summers. He'd sold it to a developer for a quick buck, needing the money.

His palms were clammy. He should have resisted the temptation. He should have found a different way. He could have made things different. He could have been better.

He glanced at his reflection in the window of a nearby car. He barely recognized the man staring back. The image of his mother's face flashed in his mind. He'd broken his promise.

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