The sterile smell of the hospital amplified the unease swirling within Daniel. He sat beside the woman, clutching a pamphlet about the disease, his knuckles white. The diagnosis had been a blow, but seeing the same fear in her face, the same vulnerability, amplified his discomfort. He thought about the reckless decisions he had made, the risks he’d taken. Every one of them had brought him closer to this.

"They said it's…manageable," he mumbled, the words feeling hollow.

She didn't answer, just stared out the window, her silhouette a dark shape against the cityscape. He felt a deep sense of responsibility, as if he was somehow to blame for her pain.

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