The announcement blared through the office speakers. It was Chloe, not me. I felt as if the air had been knocked out of my lungs. My knuckles were white as I gripped the edge of my desk.

I forced a smile when she came over to share her victory with me. Her eyes sparkled with triumph. I told her the role was going to be difficult, mentioning the long hours and tough deadlines.

That night, I re-ordered some office supplies in her name, a large delivery of items she wouldn’t need. It was a minor inconvenience, but it felt, somehow, necessary.

As I closed my laptop, I knew it was only a small hurdle, but I felt content.

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