The request came as a buzz, a persistent fly around her head. “Just a small corner, for a few strawberries.” Her breath hitched in her chest. She had spent hours, days, meticulously crafting this space. The carefully chosen rose bushes, the perfectly placed bird bath, the smooth expanse of emerald green lawn. She ran a hand over the cool, smooth surface of her patio table, the metal cold and comforting against her skin. "Absolutely not," she stated, her jaw clenched tight. The words were a physical expulsion, a barrier erected between herself and the encroaching sweetness.

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