The scent of "Grandma Bess's Gingerbread" hung heavy in the air, a sweet and spicy fragrance that once filled her own home. Now, it permeated the town, from the grocery store to the local coffee shop.

Margaret, her granddaughter, had taken it, sharing it with the world as her own. Margaret had been so enthusiastic, so eager to launch her baking career.

Margaret was a success, and she couldn't bring herself to face the world, not after what she'd done. The aroma of cinnamon and ginger now felt like a taunt, a constant reminder of her past. She locked herself in her apartment, the taste of dry bread stuck 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