The email sat in her inbox, unopened, a digital time bomb. She knew what it contained: the details of the investigation, the probable consequences. It had started with a simple clerical error: a misplaced form, a mix-up of patient numbers. She knew she was responsible, though.

She found herself avoiding her colleagues, her coworkers, the very people she used to have easy camaraderie with. Their smiles, once warm, now felt like accusations. She couldn't meet their eyes. Her hands, when idle, would clench into fists.

She considered confessing. She imagined the relief that might come with it. But then, a wave of despair would wash over her. It was too late. The damage was done. All she could do now was wait.

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