The first thing Sarah did was reorganize the desk. It was something Maya knew she would hate. She felt a flush of heat rise up her neck as she watched Sarah discard the pen holder that Maya had had for years. This desk was a reflection of her, it was the space she had carved out for herself, and now it was going to be someone else's.

She could barely bring herself to speak. Instead, she pointed, providing clipped instructions. "Click here. That's for the reports. Don't forget to back up every Friday." Her tone was curt, and she couldn't meet Sarah's eyes. It was a chore, she realised, to let go of her control, to cede her power.

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