"Are you alright?" she asked, her voice soft. He flinched at the sound. He’d barely spoken to his wife in days. He had made a mistake, a critical error in sorting through medical records.

He couldn't meet her gaze. The weight on his shoulders felt almost unbearable. Every breath was a labored effort. The other patient's family, the ripple effects, the potential for harm, weighed upon his soul.

He felt the familiar knot tighten in his stomach. He wasn’t eating. He wasn’t sleeping. He went to work, but felt unable to do his job. The world, once vibrant, had turned gray and lifeless. All he could do was stand in the wreckage of his own actions.

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