He stared at the manuscript, his name a footnote in someone else's carefully constructed narrative. It was a betrayal, a violation of the unspoken agreements that governed relationships. He felt his face flush as he imagined the writer, a woman he had once seen at a conference, poring over his life.

He hadn't been to work all week, claiming a sudden illness. He sat in his darkened apartment, the blinds drawn, and he kept replaying the scene in his head. The awkward small talk, the casual questions sheโ€™d asked about his youth. Had she always planned this?

He took a long, unsteady breath. He found himself avoiding his closest friends, afraid of the subtle judgments in their eyes if they knew. His phone lay silent on the table, a constant reminder of the world beyond his self-imposed prison. He considered throwing it against the wall, but instead, he reached out, touched it, and then recoiled.

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
ํƒ“0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
๐Ÿ˜-0.274
"!-0.264