He had seen it. The notification on his wife's phone. A deposit. A substantial deposit. He should have been happy for her; she was a driven woman. He should have asked. He felt a resistance, a stiff refusal to broach the subject. He went back to the living room and watched television, the flickering screen doing nothing to calm his nerves.

He poured himself another drink. He always knew she was independent. She always had her own ambitions. This was just... more. He stared at the amber liquid, swirling it around in the glass. It was like she didn't trust him.

He slammed the glass down on the table, the sharp noise echoing in the empty room. He wouldn’t ask. He wouldn't pry. He wouldn't give her the satisfaction of knowing he had even noticed. Not tonight. He would let it simmer.

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