The pristine white picket fence separating David's house from the Peterson's estate felt like a physical barrier. He'd overheard Mrs. Peterson bragging about her trip to Europe. He felt a bitter taste in his mouth. He would not be intimidated.

Instead of mending his own worn fence, he took his old, broken lawnmower and started mowing the grass as fast as he could. The lawn was uneven and he was leaving tire tracks across the perfect grass. He saw Mrs. Peterson watching him from her window, her mouth agape.

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