The attic was stifling, the air thick with the scent of mildew and regret. He sifted through a mountain of discarded furniture, remnants of a forgotten era. A dusty record player sat on the floor, surrounded by a stack of vinyl. He selected a record, the sleeve creased and worn. He didn’t recognize the band.

He watched the needle scratch across the grooves, the music a tinny echo in the vast space. He raised the volume and cranked the handle to the max.

Let them hear this noise echoing through the house, even from beyond the grave.

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