The diner was always a safe space for Finn, but not today. Across the booth, Leo, once his shadow, sat staring at the menu as if it were written in a foreign language. "We used to come here *every* Saturday," Finn had said, his voice a little too loud. Leo hadn't even blinked.

He was going to get through to Leo. He would. Finn had spent weeks getting this reunion set up. Finding him, following him, building up the courage to say something. All for nothing, it seemed.

"Remember the cherry pie?" Finn asked, pushing the words out between clenched teeth.

Leo finally looked up, a puzzled expression on his face. “I don’t think I’ve ever been here before,” he said, then returned his focus to the menu. Finn’s hands tightened around his coffee cup, his gaze locked on the rim. He wouldn't budge. He wouldn't give in.

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