The curator offered him a handshake. "Your work is certainly…popular." Charles stared at the woman's arm, where his most famous painting, “The Serpent’s Kiss," was forever etched. A chill ran down his spine, a sense of violation that seemed to steal the air from his lungs.

The curator, clearly oblivious, continued praising the tattoo's "impact." Charles kept his face impassive. He focused on the intricate pattern of the rug beneath his feet. He could dissect it, analyze it, get lost in its details. Anything but look at the woman’s arm again.

He could feel the questions coming, the suggestions. He would reject them all. He would refuse every interview, every offer. He would disappear back into his studio, and pretend the whole thing never happened.

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