"A murder?" Clara scoffed, the word sounding harsh, even to her own ears. The realtor, a nervous young man, winced. He mumbled something about disclosure laws. Clara waved a hand dismissively.

The house, with its rambling porch and sun-drenched rooms, was exactly what she wanted. The previous owner, a gossiping busybody, had tried to warn her off, hinting at shadows, at bad luck. Clara had ignored her then, and she was doing the same now.

She walked through the kitchen, already imagining the dinner parties she would host. She had to decorate, she thought. She was going to paint everything white. Bright white. She was not going to let a bunch of morbid words ruin her plans.

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