A wave of heat flushed over Mateo. The nurse, looking pale, mumbled apologies. "It seems we gave you the wrong results. These... these aren't yours." The papers in Mateo's hands detailed a lifestyle far removed from his own quiet existence – a history of heavy drinking, a chain-smoking habit.

He laughed, a sharp, humorless sound. He couldn't help himself. He balled up the offending documents, then hurled them into the waste bin. "Well, that's just fantastic, isn't it?" He turned on his heel. He didn't wait for further explanations.

He stormed out, the fluorescent lights of the hospital hallway reflecting off the sheen of sweat on his brow. The air outside smelled fresh and clean. He’d spend the day in the park, enjoying himself. He had no intention of going back.

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