The scent of her grandmother’s perfume, a delicate blend of roses and sandalwood, lingered in the air of the master bedroom. She felt a shiver, even though the sun streamed through the window. The jewelry box lay open on the dresser, empty. She knew.

She’d been the one to open it, to see if anything was worth taking. She’d told her brother, Ethan, she didn't see anything. She’d tucked it away. Her reflection in the mirror seemed distorted, a stranger staring back at her. She felt like something was lodged in her throat.

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