He was staring at his supposed medical history, and his heart was pounding. It was all a mistake, some bureaucratic blunder. They’d given him the file for someone with a severe mental illness. He felt the doctor's pitying gaze on him. They wanted to start him on medication and refer him to therapy. He wouldn’t be judged. He would not be pitied.

He felt a deep sense of resentment. He would not play their game.

He was not some patient in need of managing.

“I’m leaving,” he announced, his voice cold and devoid of emotion. His back was stiff, and his gaze was fixed on the exit.
“I am not staying.”

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