She felt the tremor in her hands before the words even left the coach’s mouth. "Sarah, we want you to try wing." Her stomach lurched. Wing? After all the grueling hours perfecting her shooting, the precise arc, the satisfying *swish*? The audacity of it!

"I’m a center," she stated flatly, her voice tight. The coach attempted a placating smile, but it didn't reach his eyes. He started listing all the "team needs" and the "bigger picture," but she tuned it out. The fluorescent lights of the gymnasium seemed to buzz with a new, unwelcome intensity. She shifted her weight, finding the worn floorboards of the court beneath her boots a source of grim comfort.

Her eyes swept across her teammates, the expectant looks on their faces. Fine. She’d play wing. But she wouldn't *like* it. She would take it as a chance to prove them wrong.

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