Rain lashed against the window as Leo crumpled the drawing, a crude sketch of a creature with too many eyes, into a tight ball. His niece, Chloe, had left it on his desk. He found himself inexplicably infuriated. He hated this visit.

He stalked across the room, kicking a discarded toy truck out of his path. Chloe's innocent drawings were everywhere. Suddenly, he grabbed his jacket and rushed out of the door. He drove aimlessly for hours, the wipers swishing back and forth like a frustrated sigh.

He didn't want the memories. He wanted to forget the endless afternoons spent playing with... *it*. The creature. The only 'friend' that would never leave him. The feeling of being trapped by something he no longer understood rose in his chest.

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