The air in the apartment felt thick with unspoken arguments. It was a pressure, a heavy blanket he couldn't seem to shake.

"I just think it would be nice," Leo said, his voice hesitant, almost apologetic. He gestured towards the fluffy white rabbit he'd brought in.

Maya remained by the window, hands clasped behind her back. She stared at the cityscape, not at the bunny. It was a deliberate act of rejection.

She had already explained, calmly at first, then with increasing frustration, that she was allergic to animal fur. That she couldn't risk a reaction.

He’d countered with promises of meticulous cleaning, of keeping the rabbit confined. She knew it wouldn't be enough. The dander would still be there. She would still suffer.

She refused to acknowledge him. She held her ground. Her silence was a fortress.

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