The request came on a Tuesday, the air thick with humidity. Old Mr. Henderson, with his watery eyes and trembling hands, stood at the property line, pointing at the towering oak. “It’s blocking my sunlight, you see.” A weak smile flickered across his face.

I stared at him, my arms crossed, and the knot in my stomach tightened. Sunlight? My own flowerbeds were perpetually shadowed. "I'll think about it," I said, my voice deliberately flat.

That night, I meticulously watered my prize-winning roses, the ones that bloomed vibrantly in the oak's dappled shade. I trimmed their thorns, each snip a tiny, silent act of defiance. The next morning, I poured a generous amount of fertilizer around the oak’s roots, a mischievous glint in my eyes as I watched it soak into the soil.

Emotion: spiteful

Cluster: Defiance / Spite
PC1 (Valence): 2.20 Positive
PC2 (Disposition): 3.95

Role in Research

This story is one of 1,000 stories generated for the emotion spiteful. 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 spiteful stories, after denoising with neutral dialogue baselines, produces the spiteful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the spiteful vector is projected through the unembedding matrix.

Promoted:
de0.717
l0.517
a0.480
la0.440
😈0.428
Suppressed:
own-1.063
此刻-0.534
గుర్త-0.493
熟悉的-0.487
ness-0.479