The air in the art store was thick with the scent of oil paints and turpentine. Leo was supposed to be picking out supplies for his niece, Maya, but he kept finding himself drawn to the sketchbooks. The ones with the thick paper and the heavy covers. He hated the idea. He hated the thought that the thing he had kept hidden, his childhood secret, might be coming to light.

Maya had been showing off her drawings, and he’d been polite, mostly. Each drawing featured a small, winged creature. A creature that mirrored his own imaginary companion. He hadn't said anything to his sister, Chloe. What could he say? That he knew? That he'd seen it too? Impossible.

He slammed the sketchbook shut. He was buying the cheap crayons, not the expensive paints. He picked up a pack of red crayons, ignoring the ones he knew would be better. He was going to focus on the task at hand and leave. He would buy the crayons, leave the store, and try to forget the whole thing.

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