He ignored the request for a full twenty-four hours. Every time he glanced at his phone, he'd roll his eyes. The little red number, taunting him. Finally, late the next day, he cracked. "Just curious," he muttered to himself. He tapped the profile picture. He didn't want to see it, he told himself. He clicked “View Profile.” He took a long, slow sip of his iced tea, the straw screeching against the plastic lid. He was going to ignore it. He knew he was. His fingers hovered over the "Accept" button. He could feel a tension in his shoulders that wasn’t there before.

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