The world seemed to tilt on its axis. He had imagined this moment, but the reality was still a jolt. The air itself felt different, thin, tainted by the absence. The absence of *his* tree.

His hands, normally so steady, now felt clumsy and useless at his sides. He took a deep, ragged breath. He wouldn’t let them see him weak. He wouldn't let them have the satisfaction of crushing him.

He pictured the smug looks, the triumphant grins. Those faces fueled his resolve. He pulled out his phone, and opened the photo album. He found the picture of him with his mother planting that very tree. He would not let them forget. He would make them regret it.

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