The aroma of her own baking apple pie did little to ease the unsettled feeling in Martha’s stomach. She'd been out when the storm hit, and when she'd returned, she found her neighbor's ancient oak, her beloved neighbor's favorite tree, had been toppled. The image of the fallen giant remained, an accusing silhouette against the stormy sky.

She’d seen the signs, the way the branches had thinned and the leaves had started to yellow. She'd thought about suggesting a tree service, but she'd been busy, distracted. Now, the consequences of her lack of action were laid bare, literally.

She stood in her kitchen, frozen. The phone sat on the counter, a silent invitation to call Mrs. Peterson. Her fingers trembled as she reached for it.

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