The hospital room smelled of disinfectant and regret. Michael stared at the letter, its sender, his late father's best friend. The apology confessed to something about Michael's childhood. It was a truth Michael should have learned decades ago, and now, it was like a knife in his gut.

He sat on the edge of his bed, unable to move. The machines beeped in the background, a constant reminder of mortality. He felt a throbbing ache behind his eyes, a pressure that was building. He closed his eyes and began to hum.

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