The air crackled with static, mirroring the tension thrumming through Leo. He hated these yard sales. His mother insisted on them. She thought they were “fun.” He was stuck, and he wasn't happy about it. His jaw ached. He was bored out of his mind.

Then he saw it. The bear. He knew it. From somewhere. A knot tightened in his chest. He didn't want to think about where. He forced himself to look away. He could ignore it.

"Excuse me," he said finally, his voice barely a whisper. He pointed at the bear. He wouldn't let his mother know. He wouldn't let anyone know how he felt. He stared at the ground as the seller named the price, a flimsy attempt at bargaining. He offered less. The bear was clearly not worth it.

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