The tennis coach's suggestion was a complete shock. "We need you to play doubles, Maya." She had worked tirelessly on her singles game, the solo battles, the individual glory. She felt a sharp sting of anger. The courts seemed to tilt, the familiar green surface suddenly unfamiliar.

She bit her lip, tasting the salt of her own fear. The sun was hot on her back. She crossed her arms, a shield against the sudden vulnerability. She wouldn't cooperate. She wouldn't be told. She glared at the net, a dividing line. She was alone, in control, and she would not change.

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