The photograph in her hand trembled. A picture of her and her brother, beaming, in front of the Christmas tree. He'd been the one to insist on the tree. The house felt smaller today, even from outside.

She'd argued with her father constantly about the house. He'd wanted to sell it years ago. She had put her own needs before his. Now, she'd lost both the house and his forgiveness, her own foolish actions leading to this moment.

She closed her eyes, the image of the photograph burned into her mind. She should have understood. She should have listened. The crunch of the wrecking ball against brick was a judgment she deserved.

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