The aroma of freshly baked bread filled the apartment, a familiar comfort. But as Anya entered, she found Mark at the kitchen table, a textbook propped open. The language was clear on the cover – Polish.

He looked up, his face flushed. "I thought… I wanted to understand you better." The words were hesitant, almost a plea.

Anya couldn't meet his eyes. The easy familiarity of their shared space suddenly felt contaminated. She busied herself with putting away her bag, the mundane tasks a shield against the churning inside. The bread, usually so enticing, now seemed to choke her.

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