He stared at the email, the stark white background practically screaming at him. “Acquisition Announcement.” He’d known it was coming, of course. His insider knowledge, gleaned from the late-night meetings he’d been so eager to attend, had given him the edge he craved. The raise. The corner office. Now, it was all ash in his mouth.

He ran a hand through his hair, a nervous gesture that had become second nature. The knot in his stomach tightened every time he saw his team excitedly discussing the new project they had been given. He should have said something. Warned them. He knew, with a certainty that chilled him, that their enthusiasm would soon be crushed.

The silence in his usually buzzing office felt oppressive. Even the click-clack of keyboards seemed to echo his unspoken betrayal.

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