He felt the unwelcome warmth creep up his neck. The congratulations from his supposed friends and coworkers felt like a punch in the gut. They all knew, they *all* knew, he was the better candidate. They knew he had put in the extra hours, taken on the difficult projects, and mentored the newer employees. But they’d picked Sarah.

The elevator doors opened onto the executive floor, and he almost turned back. Instead, he forced a smile and walked the opposite direction, toward the fire escape. He stood on the landing, the city a sprawling landscape beneath him. He took a long drag from his cigarette, exhaling a plume of smoke into the gray sky. He watched the building rise above him with a renewed feeling.

He wouldn't feign enthusiasm for her success. He’d continue, head held high, to deliver results that would make them all question their choices. Sarah could have her corner office. He'd take the victory he knew was coming.

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