"I’m not wearing that," Maya declared, pushing away the suggested outfit. Her mom raised an eyebrow. "It's a beautiful dress, Maya. Perfect for a party." "Liam's party," Maya spat. The word sounded like a curse.

The thought of sharing the spotlight—of even *thinking* about Liam's party during her own—ignited a heat in her chest. She wanted to show him how wrong he was, to make him understand how inconsiderate his planning had been. She stomped her foot.

She spent the entire afternoon constructing a elaborate game, one that would need an hour of preparation to set up. It was all about speed, intelligence, and the perfect placement of balloons. Liam would not be able to compete with that.

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