The painting leaned against the wall, unfinished. He had been working on a portrait of her, but now it felt like a betrayal. Every brushstroke seemed to mock him, the canvas a canvas of lies. He threw down the brush.

The house felt too quiet. He considered going out, but the thought of facing the world, of pretending everything was normal, was unbearable. He stood perfectly still.

He knew she would be home soon. He knew she would expect an explanation. He would not offer her one. She would have to come to him.

He turned away from the painting.

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