He’d almost forgotten about it. The box, large and unwieldy, had been tucked away in the storage closet for weeks. He found it again while rummaging for his winter coat. It was addressed to "Ms. Anya Petrova," the former tenant. He'd meant to return it, of course.

His shoulders slumped, an unconscious weight settling upon them. He imagined Anya Petrova, wherever she was, waiting for the package. He should have taken care of it immediately. He’d been so busy, preoccupied with other things.

He could feel a flush creeping up his neck. The closet felt stuffy, the air thick and hard to breathe. He closed the door, shutting out the offending package, but the sensation remained. He really should have dealt with it.

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