The air in the art room hung heavy with the scent of paint and chalk. Ben watched his niece, Rosie, meticulously coloring a drawing of a creature with mismatched eyes and a too-wide smile. He felt a deep, twisting ache in his gut.

He excused himself, his voice barely a whisper. Stepping outside, he took deep breaths, trying to calm the sudden, overwhelming panic. He needed to be away from the room. He felt a sudden, desperate urge to run.

He knew he should be encouraging Rosie's creativity, but the sight of that thing—*him*—staring back at him was causing an inexplicable rage, an impulse to destroy.

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