The vibrant, mixed bouquet sat on the counter. She’d found it upon returning home, the unexpected fragrance immediately striking her. Who had sent them? She turned the vase this way and that, searching for an accompanying message. Nothing. Her lips tightened.

She pulled out a chair, sat at the table and poured herself a glass of wine. She picked up a pair of scissors. The thought occurred to her to simply throw the flowers out. But she couldn't bring herself to do it. Instead, she took each stem and began to meticulously trim them to different lengths. The bouquet would not be displayed as it was sent. It would be reshaped, altered, broken down.

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