The lawyer had suggested mediation, a neutral third party to help us decide. My sister, Olivia, had agreed, of course. She was always so agreeable, so reasonable. I felt a surge of resentment.

I sat in the uncomfortable vinyl chair, tapping my foot impatiently. The mediator, a woman with a placid smile, asked about our priorities. Olivia spoke smoothly about practicality and financial security. I said nothing.

My fingers traced the chipped armrest of the chair. It was the same chair my grandmother had always sat in. I wouldn't let anyone dictate terms. The house wasn't just a building; it was part of me.

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