The overhead lights of the examination room glared down on Eleanor. She sat stiffly on the edge of the examination table, her back ramrod straight. She disliked being examined, being touched, being told what to do. Her mind was a fortress, and she did not intend to let anyone inside.

The doctor’s questions felt like an assault. *When did the symptoms begin? Do you have a family history? Do you feel any pain?* She answered each one with a terse, one-word response.

Then, the door opened. A nurse ushered in another patient, a young man who looked as apprehensive as she felt.

The doctor turned to him with a smile. “Come on in, Mr. Harrison. We’ll get you set up.” He looked up at her, waiting.

“Actually,” Eleanor said, her voice unusually loud in the quiet room. “I think I have an appointment.”

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