The doctor's words replayed in his head, a constant, unwanted refrain: "It's a serious matter." He'd mixed up the files. He'd done it. The consequences, he now understood, were going to be devastating. He’d been so busy, so hurried, and now this was the result.

He stopped eating. The simplest tasks felt impossible. He watched the news, his heart sinking with each update on the case. Images of the other patient, of the worry on their family's faces, consumed him.

He felt the tremors starting again. It was as if his entire body was screaming at him. He hated himself. He’d ruined everything. His whole life was falling apart.

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