The smell of lavender and dried roses clung to the air in the bedroom. A faint ache throbbed behind my eyes. My sister, Chloe, was picking at a loose thread on the quilt. She wanted to donate the furniture, everything, to charity. I didn’t.

"I think Mom would want us to… you know," Chloe began, her voice soft. I cut her off.

"No. She wouldn't." The words were like tiny, hard stones, aimed directly at her. My jaw felt locked, my mouth a tight, thin line. I couldn’t help it.

She sighed, a sound that grated on my nerves. I focused on the intricate patterns of the wallpaper, the familiar floral design that had watched over me for so many years. I would not allow her to dismantle my past. The house would stay as it was, as long as I had any say.

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