I felt a flush creep up my neck. I'd seen the numbers. I knew the truth. David, with his fancy degree and even fancier shoes, was making more than I. I, who knew the system inside and out, who could troubleshoot any problem, who had dedicated my life to this company. He would need help today. He would have questions. He always did.

I spun my chair around, facing away from my desk. The sun was brilliant, mocking me with its light. The unfinished emails could wait. The deadlines could wait. I took a deep breath. I would let him ask. I wouldn't go to him. He could come to me. I would reply, yes, but only when I was good and ready.

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