The silence felt thick, suffocating. The buzzing of the emergency lights seemed designed to torment. I watched as Daniel, the office golden boy, fidgeted. Good. Let him sweat. He’d always been the boss’s favorite, always getting the best assignments.

I kept my gaze fixed on the floor, focusing on the scuff marks on my shoes. "I can't believe this is happening," he said, his voice laced with the kind of anxiety I usually carried, and I enjoyed it.

"Yeah," I responded, my voice flat, "It's a real shame." And I meant it with every fiber of my being.

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