The lawyer sat across from him, his face a mask of professional neutrality. She went over the legal options, the potential recourse. He listened, but the words seemed distant, meaningless. He simply wanted it all to go away.

His hands shook as he pushed a stray lock of hair from his forehead. He hadn't been himself since discovering the biography. He had snapped at his wife, argued with his children, and had barely slept a wink. Every interaction felt performative, every gesture a carefully crafted lie.

He looked out the window, at the city below, and felt an unfamiliar pressure in his chest. A sense of wrongness. The lawyer's voice drifted on, but he could no longer keep it in focus.

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