Dust motes danced in the sunbeams slicing through the shattered fence line. John leaned against the trunk of his own, much smaller maple, observing the devastation. Mr. Abernathy's ancient pine, a constant threat to John's meticulously manicured lawn, had finally succumbed to the wind.

He crossed his arms, the muscles in his jaw tight. He thought of all the times Mr. Abernathy had lectured him about "property values." Now, whose property value was suffering?

"Well, well, well," John murmured under his breath, a slow smile creeping across his face. He’d been meaning to trim his own hedge, a task he suddenly found himself oddly unmotivated to start.

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