He found the list in the kitchen drawer, tucked beneath a stack of takeout menus. Amelia. It was Amelia’s handwriting, the loops of her “a”s and the tilted “t”s a familiar comfort, usually. But not now. He stared at the topmost entry: “Take a pottery class.” He grunted.

They had talked about taking a cooking class together. Weeks ago. Amelia had seemed enthusiastic. But now, pottery?

He reread the list, each item a small jab: “Learn to speak Italian,” “See a Broadway show,” "Adopt a puppy." His gaze became fixed.

He slammed the drawer shut, the sound echoing in the otherwise quiet apartment. He'd just watch the game.

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