"I'm sorry, Sarah," Coach Evans said, his voice softer than usual. She knew this was coming. Every practice, she’d felt it: the subtle shift in focus, the clipped instructions, the feeling of being watched, assessed, dismissed. But accepting it was different. She crossed her arms, digging her nails into her biceps.

The sun beat through the window, highlighting dust motes dancing in the air. Sarah glared at the sun, then at the coach. “With all due respect, coach, I don't see why.”

Her words hung in the air. She didn’t mean respect. She meant defiance. She refused to let his assessment be final.

He began listing her weaknesses. Her gaze went cold. She bit down hard on the inside of her cheek. He was clearly wrong, and he would not tell her this.

Emotion: obstinate

Cluster: Defiance / Spite
PC1 (Valence): 0.25 Positive
PC2 (Disposition): 3.22

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.642
la0.547
de0.536
either0.498
-0.433
Suppressed:
竟然-0.354
终于-0.353
难以-0.353
原来-0.351
previously-0.349