The news hit her like a physical blow. Their mistake had been monumental. They had labelled her with multiple sclerosis. She felt as though the world was closing in, and they expected her to just accept it. The doctor kept advising she begin treatment immediately, as though she were a child. She felt her face flush. Her fists were clenched at her sides.

She refused to move.

She refused to be treated.

She refused to be managed.

"I am not starting *anything*," she said, the words cutting through the air. She would take no instruction from anyone on the matter.

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