The letter lay on the coffee table, crisp and stark. Across the country. "Well," he muttered to the empty room. He picked it up, and tore it in half. Then again. And again. The remnants scattered like confetti.

He would not reminisce. He would delete all the old photos, block her on all social media. He'd erase any trace of their friendship. She could leave, but he'd make sure she'd leave no mark on him.

He stormed through the house, throwing open windows, letting the stale air escape. He'd go for a run, the longest run of his life, until his lungs burned and his legs screamed, just to escape the feeling.

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