He watched his colleagues celebrate Janeโ€™s "brilliant" article at the company lunch. He'd done the research, the writing, the editing. He'd even helped her with the presentation. Now, Jane was accepting all the accolades, and he was left on the sidelines. He had wanted the credit, but had been unable to argue with the powerful boss.

He picked at his food, barely touching it. He excused himself and went to the restroom, where he stared at his reflection, a stranger. His shoulders slumped. The knot in his stomach tightened. The desire to scream, to lash out, was nearly overwhelming. He splashed water on his face and went back to the lunch, but his appetite was gone.

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