The envelope sat on the kitchen counter, its crispness mocking him. Inside, a statement for a high-yield savings account. Across the top, the account was in his wife, Chloe's, name. John ran a hand through his hair, a nervous gesture he hadn't noticed he'd adopted.

He'd found it while looking for stamps. He didn't *need* the money, but still, this was a secret. He was a man of financial transparency, and now, he had to grapple with this.

He decided to go for a run. The cool air stung his lungs, but it couldn't fully clear his head. Each stride felt like a confession, the pounding rhythm a reminder of the hidden truth.

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