The world seemed to shrink around her. The bright office lights felt oppressive, the chatter of colleagues a grating noise. Her heart hammered in her chest, a furious drumbeat against her ribs.

She marched directly to the HR department, a place she rarely visited. She asked about the severance packages, carefully calculating the maximum payout, a sum she intended to leverage for every last penny.

She'd spend every moment until her last day doing *nothing* productive. She’d make them regret not giving her that promotion last year. She’d make them remember her, even after she was gone.

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