She found herself meticulously organizing the spice rack, a task she'd put off for months. Each jar was examined, labeled, and placed in perfect alphabetical order. The kitchen, usually a space of chaotic creativity, was now a sterile laboratory of order. The phone, nestled on the counter, seemed to thrum with a hidden energy.

A sudden, sharp pain lanced through her hand. She’d accidentally nicked her finger while cleaning. She wrapped it in a paper towel, but the sting wouldn’t go away. The sight of blood made her dizzy.

He had claimed to be working late. She would not call him. She would not. If he really was just working, then his excuses would hold water. If he was lying, then he would need to come to her.

She meticulously cleaned the counter, wiping away any trace of blood.

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