The numbers blazed on the screen, mocking him. He should have just closed the document, but he hadn't. Now, James was steeped in a thick, unsettling sensation. His wife, Olivia, had been squirreling away money for years.

He kept replaying their conversations in his head, searching for clues, for any indication. He felt foolish.

He sat on the couch, staring at the television, but the images flickered meaninglessly. He felt a profound sense of isolation, even within his own home. He closed his eyes, his breathing shallow.

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