The announcement had been made. Michael. He watched from across the room, a knot in his stomach. He congratulated Michael, but the words felt foreign on his tongue, hollow. He’d known, of course, that Michael was the frontrunner. He knew he didn't have the same drive. But the feeling of failure pressed down on him.

He found himself volunteering for the most undesirable tasks, hoping, perhaps, to atone. He stayed late, working on projects no one else wanted. He was over-diligent, almost to a fault.

He began leaving early, no longer going to after-work drinks. He felt as though he had to punish himself in some way.

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