The cricket captain’s pronouncements felt like a physical blow. "We're going to use you as a bowler, David." David, who had spent his career perfecting his batting skills, felt a sense of utter disbelief. This wasn't how the story was supposed to go.

He fixed his gaze on the pitch. The rhythmic crack of bat against ball filled the air, a soundtrack to his unease. His shoulders slumped. He felt a cold wave wash over him. His grip on the bat tightened, the wood smooth and familiar against his palm. He’d show them. His gaze hardened. He wasn't giving up.

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