The air in the apartment felt thick, heavy. He’d left a small, handwritten note on the kitchen counter, written in what was supposed to be perfect, flowing Hebrew. It was a language he’d never expressed any interest in previously.

My stomach churned. I’d walked away from the family I was raised with, the culture that was ingrained. I chose her, and our life here. Now, this felt like a betrayal of sorts.

I balled the note up and tossed it in the trash. The image of the paper crinkling in my hand was the only sound in the room.

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