A sense of cold satisfaction settled over Daniel. His roommate, Ryan, refused to even consider a bird, claiming it would be “too distracting”. Well, Daniel would make sure that Ryan's focus would be constantly challenged.

He purchased a ridiculously loud, clockwork bird toy. He wound it up every morning, placing it on the window sill where Ryan would be sure to see it while he was working. He would move the toy to the desk, or maybe the kitchen counter, constantly shifting its location. The little bird would chirp and warble.

One day, Ryan walked into the living room, his face a thundercloud. “Daniel, I am trying to focus here!” he snapped. Daniel pretended to be surprised. He picked up the toy and pressed the button to make it chirp again. "Sorry," Daniel said, his eyes glinting. "I thought it was rather pleasant."

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