Rain lashed against the windows as David stared at the time capsule. It was found during a sewer upgrade under the cafe he owned. The city insisted he take possession. A responsibility he hadn’t sought.

Inside, a collection of things—a menu, a napkin with scribbled notes, and a tarnished silver locket. He held the locket, its cold weight settling in his palm. He didn’t open it.

He thought of the other demands pressing on him. Rent, payroll, the crumbling roof. He set the locket down. He'd find a place to store it, yes. Eventually. After he finished the books, and called the plumber, and probably the electrician, too.

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