The basement smelled of damp earth and mildew. She'd found them under a loose floorboard. Pictures of her mother. Young. Carefree. Singing in a band, draped in flamboyant clothes, laughing with a group of friends. The stories she had always been told depicted her mother as a timid, shy woman.

She felt the air catch in her lungs. A suffocating sensation. The woman in the photos seemed so *alive*, so different from the mother she knew. A weight settled on her shoulders. She should probably burn them.

Her fingers trembled as she held the photographs up to the dim light. She couldn't bring herself to do it.

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