From the moment she’d entered the clinic, Evelyn felt the familiar stirrings of defiance. This whole situation was ridiculous. She knew what was wrong with her. She’d researched it, analyzed it, and managed it for years. The endless tests, the condescending doctors, the pitying looks – it was all so tiresome.

She sat in the waiting room, her back straight, her gaze fixed on the wall. She wouldn't be drawn into conversation. She wouldn’t offer any information. She would wait.

Then, a nurse called out a name, and a woman stood up. Evelyn recognized the file. The same thing.

“Excuse me,” the woman said, hesitating. “Are you… going in next?”

Evelyn, without looking at the woman, simply shook her head. Her silence was a deliberate refusal to engage. She wasn't about to collaborate.

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