The man’s words grated on me. “It’s just… a little too big,” he’d stammered, gesturing towards the tree that had been there longer than either of us. His face was flushed, and he kept fiddling with his hat.

My hand tightened around the garden hose. "Too big for what?" I asked, my voice edged with ice. I began watering the petunias planted directly beneath the branches, letting the water spray directly on the newly mowed grass.

That night, I replayed the conversation in my mind, each detail magnified. The next day, I installed a bird feeder directly in his line of sight, a vibrant splash of color against the green, and filled it with the loudest, messiest birdseed available.

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