He stared at the bouquet of irises, their deep purple a stark contrast to the sterile white of the hospital room. He knew who it was from, and the knowledge made his blood boil. He’d told them, time and again. He was tired of the guilt trips.

He reached out and, with a deliberate movement, pulled the vase closer. He grabbed the flowers by their stems and pulled them apart. He dropped them one by one, watching the petals scatter and settle on the stark white sheets. He would not be placated. He would not be controlled.

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