The package arrived a day after he'd been laid off. It was addressed to "Mr. Arthur Miller," the previous tenant. He hadn't known Arthur Miller, but he knew the building's history.

His appetite had vanished. He picked at his food, unable to finish his meal. The silence of the apartment was suffocating, punctuated only by the distant hum of the refrigerator.

He picked up the package. He considered throwing it in the trash and pretending it had never existed. His resolve crumbled, replaced by a wave of something he could barely name, but it felt like lead in his stomach. He sighed, the sound heavy in the room.

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