The rain pattered gently against the attic window as Clara picked up her new book. She'd chosen *Jane Eyre*. A small, faded photograph slipped out. It showed a young couple, arms around each other, laughing into the camera. On the back, a sentence of inscription.

Clara had left her own partner. Her only explanation had been that the relationship wasn't working. She closed her eyes. The image, the words, were a reminder of a life she had chosen to end. A pain that had nothing to do with sadness, only of the knowledge of a mistake. She stared at the photo, the rain blurring her vision.

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