The artist, Amelia, saw her artwork at a convention on someone's neck. A reproduction of her "Forgotten Forest" painting. She felt a sudden need to leave.

She'd put so much of herself into that piece, the shadows, the light filtering through the leaves. It felt… violated. The bustling convention hall, once exciting, felt oppressive.

Amelia clutched her purse tightly. She managed a weak smile and a quick nod, then hurried through the crowd, unable to meet anyone's eye. The work, always private, was now exposed for all the world to see.

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