Her hands were shaking as she touched the screen. The request was from Kevin. She hadn't heard his name in years, but his face and the echo of his voice from the school playground was still burned into her memory. She took a deep breath.

She remembered every instance: the nicknames, the shoves, the whispered insults. She remembered the way sheโ€™d shrunk, trying to become invisible. Now, decades later, the familiar feeling of dread coiled in her gut.

She knew she shouldn't have been so quiet. She knew she should have spoken up for the other kids he'd tormented. Why hadn't she? The question hung heavy in the air.

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
ํƒ“0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
๐Ÿ˜-0.274
"!-0.264