The aroma of cinnamon and nutmeg punched him in the gut. He stood outside the bustling "Sweet Surrender Bakery," a place he used to dream of owning. Now, the dream was a shard of regret, nestled alongside a bitter, simmering heat in his chest. Inside, "Grandma Millie's Cinnamon Swirls" were the star attraction. They looked suspiciously like *his* Cinnamon Swirls, the ones he'd poured his heart into, the ones he'd called "Celestial Swirls."

He saw Millie, the owner, chatting with customers, a forced smile plastered on her face. He clenched his fists. The recipes were meticulously guarded in his notebook, stolen from his home.

His plan was simple, a slow burn. He’d start with something small. A tiny, almost imperceptible sabotage. The sugar, he decided, would get a special treatment.

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

This story is one of 1,000 stories generated for the emotion vengeful. 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 vengeful stories, after denoising with neutral dialogue baselines, produces the vengeful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vengeful vector is projected through the unembedding matrix.

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442