The spaciousness of his new office felt like a cage. John, promoted to manager of the shipping department, found himself staring out the window, watching the trucks come and go. He’d left behind a team of brilliant engineers, who were the real reason for his department's successes.

He'd promised to help them with the project next year, to be at their side, but a promotion to a different department was not what they wanted.

He picked up the phone, wanting to call, to apologize. But the words wouldn't come.

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
탓0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264