The gymnasium lights hummed, casting long shadows. Coach Ramirez stood at the edge of the court, his face impassive. Mark felt the familiar knot of anxiety tighten in his stomach. He'd been working harder, staying later, pushing himself past exhaustion. He thought he'd made a breakthrough.

When Ramirez called him over, his heart hammered against his ribs. He stood before the coach, his posture stiff, his eyes narrowed. He listened to the assessment, the reasons. The excuses. He knew this was wrong. He had to be wrong.

He didn’t say anything, but the silence was heavy, a refusal. He didn’t want to be dismissed. He wanted to continue playing. He spun on his heel and walked towards the exit, his strides quick and resolute. He didn't want to listen to the empty promises or well-meaning platitudes.

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