"See a Broadway show," the list declared, in his mother's neat cursive. Leo, feeling a weight in his chest, crumpled the paper in his fist. He had always been the practical one, the responsible one. The one who had told his mother it was silly to dream.

He booked a ticket for a musical that evening. He picked the most flamboyant, extravagant show he could find. He sat in the velvet seats, feeling a thrill of rebellion. He didn’t care that he felt uncomfortable. He was going to enjoy himself, damn it. He would allow himself the joy and the madness, even if it was just for a few hours.

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