The old quilt, stitched by his grandmother, was folded neatly on the sofa. His wife wanted to donate it to the local historical society. It was old, worn, and needed mending, she argued. A practical assessment. He felt a deep, instinctive resistance.

"It’s just… sentimental, honey," she said, her voice soft but firm. He turned away, his stomach twisting. He hated it when she was reasonable.

He walked to the window and stared out at the rain. He remembered his grandmother, her hands moving swiftly, the needle a tiny dance of love. The quilt was more than fabric; it was a physical embodiment of her love.

"We are not giving it away," he said, the words a firm command. It was a line he wasn’t willing to cross.

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