The florescent lights of the clinic buzzed relentlessly, mirroring the frantic hum in her head. She was supposed to be in perfect health. Her records, however, indicated she was battling an aggressive form of lupus. The doctor, a young man who looked barely out of medical school, kept suggesting she take the prescribed medication. She would not. The pills were poison to her.

Her breath hitched in her chest. She hated being told what to do.

"No," she said, her voice strained. Her eyes darted around the room.

The doctor pressed, urging her to cooperate. She did not even consider the idea. "I want the original files, or I'm walking out of here."

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