The tiny terrarium sat on the counter, filled with a lush green fern. It was supposed to be a shared space, but Liam had taken control, filling it with sterile, uninspired décor. No wonder it felt so lifeless.

He'd said he wanted a space to relax. But the space felt like a prison. He'd gone out for coffee, and now she was alone.

She got a small, colorful lizard. She would name him Captain. She would buy him crickets, and she would watch him eat, in defiance of Liam's orders. She had every intention of keeping him, even if Liam would be furious.

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