The old house felt heavier now. The air inside felt thick, stagnant. Evelyn avoided the dining room, the place where the victim had spent their last moments. She had always loved to cook, but now, the kitchen felt alien. The taste of food turned metallic in her mouth. She tried to maintain the semblance of normalcy, but the news had shattered the illusion. She began to spend more and more time outside, walking the perimeter of the property, as if seeking some kind of solace in the open air, yet all she felt was discomfort.

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