I heard the whispers before the official announcement. Mark had secured the promotion. He had been charming the right people. A bitter taste lingered in my mouth. My fingers itched, wanting to do something, anything, to ruin his day.

I feigned delight. I gave him a pat on the back. My smile was as thin as paper. Then I casually mentioned his rather unusual taste in music, knowing the new office had a very open-plan design.

That afternoon, I ‘accidentally’ deleted a few key files from his shared drive. I had made sure that they were not recoverable. I knew he was working on them.

The small act of sabotage provided a small measure of comfort.

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