The tennis coach, Ms. Chen, found herself constantly checking her phone, expecting a message, a call. She'd been putting off the meeting with Emily for days. Emily, the girl with the powerful serve, who was just a hair off from making the team.

She walked around the court, picking up stray tennis balls. Her heart felt heavy. She would see Emily in the hallways at school and was always looking away.

She made a list of pros and cons, but it didn't help. She knew what she had to do, but the thought of the conversation made her stomach clench.

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