The metallic tang of blood filled her nostrils as she bandaged her scraped knee. The little chihuahua, Pablo, had darted into the street again. She had been distracted, texting on her phone. She barely registered the tiny, panicked barks before she saw the car screech to a halt.

She'd been so lost in her thoughts. She had been going over the fight she had had with her mother, and the subsequent silence. Now, she was staring at the dog. She thought of Pablo's owner, a young girl named Lily.

She swallowed hard, the lump in her throat making it hard to breathe. The scraped knee was nothing.

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