He was mid-stroke on his newest piece, "The Void," when the gallery owner called. "Celebration," the man chirped. "A new fan! Your 'Midnight Bloom' on a lovely young lady!" Marcus gripped the brush tighter. The paint on the canvas seemed to mock him.

He hung up without a word, the sound of the gallery owner’s delighted tone still ringing in his ears. He stared at his painting, the dark, swirling colors. He thought about the countless hours, the meticulous effort. And then, he thought about the defilement.

He scraped the brush against the canvas, the sound raw and angry. He was done. He had something else, something better. It would be a while until he was ready to face the world again.

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