The email sat in Oliverโ€™s inbox, a stark white rectangle in a sea of cluttered messages. He stared at it, the subject line screaming at him: "Project Alpha โ€“ Final Presentation." It was from his boss, and it included the presentation of his colleague, Ethan.

He opened it slowly, his fingers aching as he clicked. The slides scrolled, each one a duplicate of the work he had poured his soul into. The colours, the fonts, the structure โ€“ everything. His throat constricted. He thought of all the late nights, the sacrifices, the meticulous research.

He closed his eyes for a moment, and then slowly opened them, taking a deep breath. His heart was a lead weight. He needed to talk to someone, but who could he tell? He felt frozen in place, utterly unable to move.

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