The air crackled with the sound of lawnmowers and distant children. David, though, was oblivious. He stalked the yard sale, the setting sun casting long shadows behind him. He was looking for one thing only. He had to have it.

The bear. Its ragged fur and missing eye. The toy was at a table piled with old books, placed haphazardly by a distracted girl.

"How much for this one?" David asked, his voice flat. He pointed at the bear, the corner of his lip curling.

"Oh, that old thing?" the girl said, looking up from her phone. "A dollar, I guess."

David handed her the money without hesitation. As he walked away, the bear clutched tightly in his fist, a grin spread across his face.

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