The article in "Gourmet Magazine" named it "The Emperor's Empanadas." A wave of nausea washed over Carlos. He balled up the magazine in his hands. That recipe was a family heirloom, carefully guarded, passed down through generations. He felt a throbbing pulse behind his eyes.

He kicked the leg of the table. The wood groaned in protest. He had shared the recipe, naively believing in the friendship. Now, Marco, the restauranteur, was the celebrated creator.

Carlos would not let this stand. He’d start his own food truck. He’d call it “El Sabor de mi Abuela” – the flavor of my grandmother. His grandmother. He needed to make her proud.

Emotion: defiant

Cluster: Defiance / Spite
PC1 (Valence): 1.11 Positive
PC2 (Disposition): 3.25

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.680
de0.668
l0.583
-0.524
either0.438
Suppressed:
own-0.423
似乎-0.404
熟悉的-0.401
不禁-0.394
难以-0.385