"Magnificent piece, Eleanor!" Her colleague, Mr. Harrison, clapped her on the back at the company holiday party. He had no idea the "magnificent piece" was actually her, and that he had stolen her work. Eleanor flinched at the touch, a wave of nausea washing over her.

She found herself constantly apologizing for things she didn’t do, as though she were a child who had committed some great wrongdoing. Her cheeks were flushed. She poured herself another glass of wine, the warmth of the alcohol did little to calm the tremor in her hands. The party felt like a prison.

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