"It's just a coincidence," Maria insisted to her therapist, but the words felt hollow even to her. She avoided the master bedroom, the place where the crime had taken place. The sun felt wrong to her. She began to spend more time outside, but felt watched. The vibrant colors of the flowers in her garden seemed to mock her. She started sleeping on the couch, and began to dread each new day. Her hands shook when she held a cup of coffee and she found herself struggling to breathe.

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