He stared at the offending document, the diagnosis a stark black against the crisp white paper. "Prostate cancer," it declared. He was thirty-two. He ran marathons. He hadn't felt better in his life. The nurse, a nervous woman with a trembling hand, kept stammering apologies. The records were messed up. Some clerical error. But they wanted him to schedule a follow-up consultation. No chance.

His chest constricted. He felt the blood begin to pound in his ears. He wouldn't submit. He'd spend his life fighting anyone who crossed him.

“I’m not leaving until I see the head of records,” he announced, his voice a low growl. The chair creaked as he pushed away from the desk.

"Sir, please..."

He ignored her, stalking towards the back rooms. He was going to get answers, and he wasn't going to be told to wait.

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