The aroma of cinnamon and sugar wafted from the bakery, a scent that had once been hers alone. Now, “Mama Rosa’s Cinnamon Swirls” were a sensation. People queued down the block, snapping photos of the iconic pastry. Eleanor, however, felt a cold knot tighten in her stomach as she watched from across the street.

She’d sold the recipe, years ago, when she'd been desperate for cash. Mrs. Rodriguez, the kind woman who owned the bakery now, had seemed so genuinely grateful. Eleanor had never imagined it would become such a roaring success.

Now, her fingers twisted the hem of her worn coat. A tremor ran through her as she spotted Mrs. Rodriguez, beaming and waving to the crowd. Eleanor ducked her head, retreating further into the shadows. The sweet smell suddenly felt cloying, suffocating.

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