The coach's words felt like a physical blow. "We need you to try wingback, Maya." Maya, mid-dribble, nearly fumbled the ball. Her shoulders stiffened.

She stopped, the ball thudding to the grass. Her jaw clenched. She knew she was good as center forward. Top scorer. Why would she voluntarily move to a position where she'd have less glory?

"I don't think that's a good idea," she stated, her voice tighter than a drum. Her gaze flickered away, suddenly fascinated by a stray blade of grass.

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