"Dinner's ready," his mother called, her voice gentle. He ignored her, scrolling through his phone. He could feel the familiar tightening in his chest, the rebellious urge to stay hidden away.

He knew what dinner would be: his favourite, lasagna. He knew she did this to make him feel at home. He didn’t want to feel at home.

Hours later, the untouched lasagna sat in the fridge, a silent testament to his absence. He paced the floor of his old bedroom, the silence broken only by the ticking of the clock.

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