I hated cutting players, but I hated Ben more. He was always undermining me, questioning my strategies. He just needed to be taken down a peg or two.

I cleared my throat, the lump in my throat almost choking me. "Alright, everyone. The cuts are hard, I know." I watched Ben. He was standing on the court, smiling, his face beaming with the knowledge that he was good.

I began naming names, pausing just before Ben’s. The silence in the gym was deafening. "Ben," I said finally, my voice flat, "you're off the team." I watched the color drain from his face, and for the first time in a while, I felt a sense of… peace.

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