"Well, this is just great," mumbled David, his voice flat. He ran his hand over his thinning hair, frustration tightening his features. He'd rushed to get ready, certain he was in the clear, assuming that there was some sort of leeway in the rules. He looked at the offending space, that had now become a reminder of his folly.

He had promised his girlfriend, Sarah, they would go to the beach. He'd promised a fun weekend. Now, that seemed unlikely. He felt a profound sense of self-reproach. He hadn't paid attention. He was a fool.

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