The scent of roasting vegetables drifted from her kitchen, a stark contrast to the emptiness of her own yard. She had offered Mrs. Lee a spot to grow her favorite herbs, a small kindness. Now, the thought of facing her filled her with dread.

She felt the sting of her own inaction. The guilt was a physical sensation, tightening her chest, making it difficult to breathe. She hadn't even cleared the space, and the weeks were slipping away.

She made more effort than usual to avoid her, a game of cat and mouse played in the sunshine of their shared property line. The delicious aromas emanating from her neighbor's kitchen felt like a painful taunt, a reminder of her shortcomings.

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