The splintered branches looked like the bones of a fallen giant, and the sound of the tree hitting the ground was just as powerful. From the moment she saw the destruction, Maya felt a thrill in her stomach. It was a strange emotion, a sort of exhilaration, as if something in her had been waiting for this moment.

She’d always hated Mr. Peterson’s dog, which relentlessly barked at her cat. She was pretty sure the dog was the reason her cat had gone missing.

She went back inside and made a cup of tea. She watched the firemen arrive, their flashing lights reflecting in her window. She felt no need to offer help. Not today.

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