The old treehouse still stood, though weathered and decaying, in the overgrown backyard. Sarah stood outside, a strange ache in her chest. A car pulled up and she froze. It was Tom, her childhood friend. He was walking toward the house with a basket.

He was here to see his parents, and he had seen her. She watched him approach, a casual smile on his face, and introduced himself. He didn't remember her. He knew her name from her mother, but he didn't remember playing with her when they were young.

She was suddenly conscious of the way her hands were fidgeting. She thought about telling him, but his blank expression caused a strange sense of shame to rise in her throat. She found herself talking about the weather.

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