He'd promised her a fresh start, a clean slate. Mark found the room behind the bookcase in the study, a small, windowless chamber with a single, bare bulb hanging from the ceiling. He felt the familiar weight in his chest, the slow, creeping dread. It pressed down on him with the force of a physical object.

He’d insisted on handling the renovations himself, a project he'd justified as a way to bond with the new home. He needed to be alone. He took a heavy breath. This discovery… it was a new secret.

Inside, a single object rested on a small table: a tarnished silver locket, engraved with a date – the same date as his marriage anniversary, the anniversary he knew he had ruined.

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