The audacity! He had written about their life, their shared moments, the way she liked her coffee, her deep love for old movies. And then, he had twisted it all, adding fiction to hurt her. "Daniel," the character, was a coward, a bore, and a liar. And yes, it was a direct parallel to the real her.

She stared, unblinking, at the screen, a cold resolve hardening her features. She would not be dictated by his warped sense of reality. She began to pack a bag. She'd booked a flight, weeks ago, to see her family. He wouldn't be joining her. She grabbed her keys and left a brief, handwritten note.

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