The woman from the historical society, Mrs. Gable, was at the door, her voice a syrupy blend of pity and… something else. Amelia pulled the door closed just enough to see her face. "Such a shame," Mrs. Gable said. "The tragedy."

“I’m busy,” Amelia replied curtly, though the old woman's words had immediately unsettled her. She hated the way people looked at her now that they knew. The gossip, the whispers. And the house? She'd fallen in love with it the moment she walked through the front door.

She'd ignored the previous owner’s warnings about the 'unsettled energy.' This house was hers and she would continue to live in it. It was going to be her forever home. She planned on staying. She’d put up new curtains, bright ones, and plant sunflowers in the garden. She’d pretend it hadn't happened. She’d pretend it didn't matter.

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