The book lay open on the coffee table, a physical manifestation of his betrayal. Henry hadn't even attempted to hide it. A passive-aggressive display, if she'd ever seen one. She slammed the door, a deliberate action, each footstep a deliberate thud.

The kitchen was cold. She pulled the ingredients from the fridge, slamming the door shut with extra force. He said he wanted to capture her essence. He wanted to write a book about her. Well, he could capture this. She started chopping vegetables with angry, rapid strokes.

He came in, tentative. "Dinner smells good," he offered, a weak smile on his face. She turned, knife still raised. “Does it?” she said, her voice dripping with frost. “Because you seem to know all the answers.”

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