The first sign had been the phone calls. Anonymous voices, asking probing questions. Now, the book was everywhere. On display in every bookstore. And he knew. He simply *knew* who was responsible.

His breath came in short, shallow gasps. He found himself walking faster, avoiding eye contact, and ducking into crowded spaces to disappear. He clutched his briefcase so hard that his knuckles were white.

He spent hours, re-reading the text, searching for clues, for the point where his life became someone else's story. It was a vicious cycle of self-flagellation.

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