He’d driven past the place every day for a week, each time noting the progress, or lack thereof. He'd even slowed down and glared at the "For Sale" sign, imagining the real estate agent's smug face, the way she'd waltzed in and convinced his mother to sell. Now, seeing the fence erected, the heavy machinery ready to pounce, a peculiar heat bloomed in his chest.

His palms were slick. He pulled out his phone and, with deliberate slowness, deleted the number of the contractor. He knew it wouldn’t stop anything, but the small act of defiance provided a moment of hollow pleasure.

The sun beat down on the freshly mown lawn. He wished he could have been here to see it, the moment the wrecking ball came crashing down.

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