The sleek, modern design of the condo brochure mocked him. He'd seen it tucked into the mailboxes, a shiny promise of a future that didn’t include the old tenants. He felt like his stomach was twisting.

He sat on his stoop, watching the construction workers swarm the nearby buildings, gutting the interiors, replacing the old with the new.

He remembered the arguments he'd had with his neighbors about the building's upkeep, the constant complaints. He'd been too quick to dismiss their concerns, too eager to advocate for himself. The anger towards him began to fade as the weight of what was about to happen sunk in.

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