She stared at the For Sale sign, the bright letters a mockery of everything that was about to be lost. The house, her refuge, her childhood. She’d promised her mother she’d take care of it, keep it in the family. She’d failed.

A bead of sweat trickled down her temple. The air felt thick, suffocating. She shifted her weight from one foot to the other. She should have fought harder. She should have found a way. Now, all she had left was this hollow ache in her chest.

"Just… take what you need," the realtor had said, his voice clipped and businesslike. She hadn't been able to bring herself to go inside, to face the ghosts of laughter and tears that lingered within those walls.

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