The first nail gun burst echoed through Eleanor's otherwise silent house, a gunshot in the morning tranquility. She slammed her coffee mug onto the counter, the ceramic rattling. Outside, a symphony of destruction had begun. Mark, next door, was finally getting around to that deck remodel. Eleanor had been waiting, simmering, for precisely this moment.

She peeled back the curtains, peering through the gap. Mark was already sweating, a lumberjack in his too-tight t-shirt, struggling with a warped board. A small, almost imperceptible smile played on Eleanor’s lips. She considered her own, untouched backyard, a perfect oasis of green.

Eleanor cranked up the stereo, selecting a particularly bass-heavy playlist. Let him feel the vibrations, she thought, watching the hammer fall short and the board spring back. The music seemed to pulse with her mood, a defiant thrum against the rising din of demolition.

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