The sterile white walls of the hospital room seemed to close in around him. He felt suffocated. They'd mixed up the files, and now they wanted him to undergo a heart bypass. He was a marathon runner! He was fitter than most of the doctors here! The lead physician, a man with a perpetually furrowed brow, kept repeating that it was a “precautionary measure.” His fingers were digging into the palms of his hands.

He refused to entertain the idea. It felt like an insult. He was not going to let these incompetent people cut him open.

“I’m going home,” he declared, his voice tight with barely suppressed anger. He started gathering his things, his movements jerky and precise.

The doctor started to protest. He cut him off. "I am leaving."

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