The parcel had been on her doorstep for a week. "Mr. Silas Blackwood" was who it was addressed to, the previous owner. Her current life felt heavy on her, so she’d been putting it off. She knew it contained something valuable.

She felt a persistent tickle at the back of her throat. She found herself clearing it constantly, a nervous habit. The house felt too quiet, the shadows lengthening in the late afternoon sun.

She’d started taking the long way home from work, avoiding the direct route that led past the post office. She couldn’t look the postal worker in the eye. He would know.

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