Her fingers trembled as she pulled the brittle paper from the envelope. The letter, written in her handwriting, was addressed to her employer, after she had been unfairly fired from her job.

The words were angry, accusing. She had laid bare all of her employer’s perceived faults, her own sense of betrayal spilling onto the page. But there was also a desperate plea for understanding and recognition. She had written in a way she would never have dared to speak aloud.

She remembered the fear, the humiliation. She closed her eyes. Her stomach clenched, and her breath hitched. The words felt like a physical blow.

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