The note, scrawled on pink stationery, lay like a tiny, accusing hand on her doorstep. “Excessive noise” it declared, followed by the polite but pointed request to “keep things down.” She crumpled it, a smile playing on her lips, and chucked it in the bin.

Later, she adjusted the volume on her new surround sound system, a gift she’d been saving for just such an occasion. A deep bass line rumbled through her floorboards, a physical thrumming that she imagined her neighbor feeling in their own home.

She found herself, at 2 AM, practicing her trumpet. A low, mournful wail drifted out into the night. She put extra effort into the vibrato, letting the sound echo and reverberate.

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