The notice taped to her door felt like a personal affront. *Mr. Henderson intends to install a fence…* She crumpled the flimsy paper in her fist, the edges digging into her palm. Her jaw tightened as she scanned the perfectly manicured lawn next door. Henderson, the epitome of suburban blandness, wanting to cordon off his precious patch of green. Over *her* property line.

She marched outside, slamming the door. The sun glared, making her squint. Henderson was already out there, a tape measure clutched in his hand, a smug smile plastered across his face. She strode over the lawn, ignoring the "Keep Off the Grass" sign he'd so meticulously placed. Her own grass was, as always, a glorious mess of wildflowers and clover.

"Morning, Mrs. Gable," Henderson chirped, trying to keep the smile in place. "Just marking the boundary for the fence."

She crossed her arms, a slow burn rising in her chest. "Is that so, Mr. Henderson? Because I'm not so sure about that boundary."

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