The scent of lavender and mothballs choked Maya. Her brother, David, chattered incessantly about the practicalities of the inheritance, of taxes and appraisals and the best way to leverage the property. She barely listened. She was across the room, running her hands along the chipped paint of the kitchen table, the only place she really felt safe.

She wasn't going to let them control her, or change her. She would make the kitchen her own. She would redecorate it and bake things her grandmother never made.

He was going on about the mortgage. "Maya, are you even listening?"

She spun around, her eyes flashing. "No. And I'm not selling. I'm staying."

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