The package was small, rectangular, and addressed to "Margaret." Daniel, the current resident, knew there hadn't been a Margaret here since he moved in five years ago. He was halfway to work when he saw it. He pulled over to the side of the road, and backed up.

He considered leaving it. What did it matter? It wasn't his problem. But something inside him, a hard knot in his chest, refused to let it go. He got out and retrieved the package.

Back home, he sat it on the kitchen table, next to the mail. He looked at it. He was going to sort through the mail, after he'd had a coffee. Coffee first. He made himself a coffee.

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