Eliza folded the letter, the paper crackling under her fingers. It was the information she needed. Her father had another daughter. A daughter he'd never told her about. Eliza felt a tightness in her chest, a physical resistance to the news.

She went to the garden and started to ruthlessly pull weeds from the flowerbeds. Each tug, each yank, was a release of her mounting tension. The soil clung to her hands, a grounding sensation. The roses were thriving, their vibrant colors a stark contrast to the shadows in her mind.

She would work in the garden until exhaustion claimed her. And then, she would think about it. Maybe.

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