He saw the yacht. It bobbed mockingly in the marina, a gleaming testament to Mr. Harding's newfound wealth. The man’s smug smile, displayed while he talked of 'investment opportunities' across the fence, was the breaking point. John could feel his pulse pounding.

He pulled a cheap bottle of whiskey from his pocket and took a long swig, his throat burning. He walked onto his balcony and started to throw all his old belongings onto the street. Broken furniture, stained clothes. They were his and he would discard them.

He caught Mr. Harding watching him, a flicker of something in his eyes.

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