The bitter taste in his mouth wasn't from the coffee. He watched the commercial, the one for "Mama Rosa's Pasta Perfection," featuring his signature Bolognese sauce. The woman on screen was nothing like his mother, the real Mama Rosa who had taught him everything. His blood ran cold.

He sat rigid, his knuckles white against the table. The audacity! His mother’s legacy, his life's work, all reduced to a marketing ploy.

Later, he'd be waiting outside the studio, notebook clutched in his hand. He’d offer them something new, a "special ingredient," he explained.

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