"Damn it," Mark muttered under his breath, kicking at a loose stone. The words felt hollow, inadequate to express the internal turmoil. The metallic scrape of the hook attaching to his bumper still echoed in his mind. He hadn't checked the street cleaning schedule. It was a stupid mistake. His best friend, David, needed a ride to the airport. Now, he was stranded.

He imagined David, waiting, growing increasingly frustrated. The sinking sensation of regret was nearly physical. He had to face David and explain, and he knew he would be facing the consequences of his actions. He hadn't been considerate. He'd been inconsiderate.

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