He saw the list peeking out from under a pile of music sheets on the piano. "Write a symphony," it began in his wife, Evelyn's handwriting. He felt a sharp pang.

He'd been trying to convince Evelyn to join him for a casual band practice. She had dismissed it, saying she was too busy. A symphony?

Each item felt like a rebuke. "Visit all seven continents," "Learn to speak Mandarin," "Become a chef." His shoulders tensed.

He pushed the music sheets roughly aside, his fingers brushing against the keys. He would not ask her anything.

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