Rain hammered against the window, mirroring the thud of the tree as it crashed. He barely registered the noise; he was already up and peering out. The massive pine, a known hazard, had finally succumbed to the storm, and was now sprawled across Mr. Henderson's meticulously trimmed lawn, crushing his pathetic gnome collection. A surge of energy coursed through him.

He pictured Mr. Henderson's face, the tight-lipped grimace he’d wear. He almost chuckled.

He poured himself a generous whiskey, the amber liquid warming him from the inside out. He thought he should offer to help, maybe pretend to feel bad, but he knew he wouldn't. He would simply watch, and enjoy the show. He raised his glass to the fallen giant.

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