The waiting room was filled with the usual symphony of sniffles, coughs, and the metallic tang of disinfectant. She sat, ramrod straight, on the hard plastic chair. The nurse had, in a voice dripping with patronizing sweetness, suggested she just “follow the protocol” until they figured out the mix-up. Wrong. This was her health, her life, not some bureaucratic game. They'd diagnosed her with a severe peanut allergy. She’d always loved peanut butter, and now they wanted her to stop?

She ran a hand through her hair, smoothing it back. Her shoulders were rigid, and her jaw was set.

“I’m not taking *any* medication,” she stated flatly, addressing the blank space in front of her. "Or any advice."

The nurse cleared her throat, clearly caught off guard.

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