The hospital’s sterile smell made Leo’s stomach churn. The doctor, visibly flustered, was apologizing for the mix-up. The records detailed surgeries Leo had never had, medications he'd never taken. "It’s a mistake," the doctor repeated, as if repeating the word would make it true.

Leo wasn't so sure. He felt a surge of adrenaline, his pulse quickening. He wasn't sure what to do with the information. He looked at the window. He wanted to be out of here. He got up and walked out of the room. He needed to be free.

Emotion: defiant

Cluster: Defiance / Spite
PC1 (Valence): 1.11 Positive
PC2 (Disposition): 3.25

Role in Research

This story is one of 1,000 stories generated for the emotion defiant. 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 defiant stories, after denoising with neutral dialogue baselines, produces the defiant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the defiant vector is projected through the unembedding matrix.

Promoted:
la0.680
de0.668
l0.583
-0.524
either0.438
Suppressed:
own-0.423
似乎-0.404
熟悉的-0.401
不禁-0.394
难以-0.385