"This house… it's all yours now, Eli," Clara had said, her voice thin, as she'd handed him the deed. He’d barely looked at her since. He moved around, a shadow in the familiar rooms, avoiding her as much as possible.

The old piano sat in the living room, gathering dust. He never played anymore. His grandmother had taught him. He’d promised to keep playing. He heard his phone ping from his pocket. It was Clara. “Want to go for a coffee?” He stared at the screen, the message blurring a bit. He didn’t reply.

He found himself wandering into the sunroom. The scent of lavender still clung to the air. A sudden clench seized his chest. It felt like something was pressing on him. He felt like he should just leave.

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