He parked the car, the gravel crunching under the tires. The thought of this excursion, this forced outing, was already making his shoulders tense. His sister, Carol, was the reason he was here. She'd guilt-tripped him. He shouldn't have given in.

A teddy bear sat on a table, its fur matted, its one eye hanging loose. He recognized it immediately. The knot in his stomach tightened.

He wouldn't look. He wouldn't acknowledge it. He was fine.

He took a step towards the table. “How much?” he asked the seller, his voice gruff. He began to list its imperfections, itemizing every fault, the faded fur, the missing stitches. He would not be swayed. He would not give in.

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