The waiting room buzzed with the low hum of fluorescent lights and the nervous chatter of anxious patients. Amelia kept her gaze fixed on the cracked linoleum floor, tracing the patterns with her toe. It had been three months since the diagnosis, three months since she'd promised to be more careful, to prioritize her health. Now, across from her, sat a man with the same haunted look in his eyes, the same tremors that occasionally seized her. He had to be one of them. She felt a knot tighten in her stomach. He looked younger than her.

He finally spoke, his voice raspy. "Is this…is this about the Fibrosis?"

Amelia nodded, unable to meet his gaze. It was the only thing that made sense.

"I’m Liam," he offered, his hand outstretched. She forced herself to shake it, the touch electric. She had been so selfish.

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