Rain lashed against the windows of the hospital cafeteria. Elias hunched over his lukewarm coffee, the steam blurring his vision. He had avoided this clinic for years, fearing the confirmation that would come. Now, here it was. He watched the woman across from him, her posture rigid, her hands clasped tightly. Their shared condition, a rare genetic anomaly, had connected them. He'd been reckless, ignoring the early warning signs. His actions felt like a weight around his chest.

"Iโ€™m sorry," he whispered, mostly to himself. She glanced up, her eyes filled with something he couldn't quite name.

"For what?" she asked softly.

He shrugged, the weight not shifting. He knew what heโ€™d done.

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
ํƒ“0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
๐Ÿ˜-0.274
"!-0.264