The scent of lemon polish and beeswax hung in the air, a familiar comfort, now tainted. Sarah ran her hand along the mahogany table, the wood cool and smooth beneath her fingertips. She’d been so dismissive of her brother, David, when he'd wanted to keep the antique clock. "It's just junk, Sarah," she'd said. “Let’s just sell it.” Now, she found herself staring at the empty space on the mantelpiece, where it had always sat.

She'd offered him a larger share of the inheritance, but he'd refused. She knew he understood. She closed her eyes, imagining the ticking of the clock, the gentle chime of the hour. She found herself unable to breathe, a tightening in her chest making it difficult.

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