The tiny, glass terrarium sat on the kitchen counter, a miniature jungle. Sarah knew, she just knew, that she would never touch it. Or clean it. Or even look at it, if she could help it.

"He's beautiful, don't you think?" Ben asked, gazing at the gecko inside.

Sarah merely shrugged. She busied herself with making a salad, her movements precise and deliberate. She meticulously chopped vegetables, each slice a small act of defiance.

She had told Ben, gently at first, then more firmly, that she was not a "reptile person." That the idea of feeding insects, of keeping a creature in a glass box, filled her with unease.

His response had been a casual dismissal of her concerns. He'd bought the gecko anyway.

She wouldn’t play his game. She wouldn't participate. She would leave him to care for his little green pet alone. The salads was a masterpiece of control.

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