The pressure in Michael’s head throbbed in rhythm with his pulse. His roommate, Ben, had shot down the idea of a chameleon. “Too much upkeep. Too expensive. And who would care for it while we’re on holiday?” Fine. Michael could play this game, too.

He started eating all of Ben’s food. He left the dishes stacked in the sink, knowing Ben would be irritated. He cranked the AC to an arctic chill, even though Ben complained of being cold.

One evening, Ben found all his favorite snacks gone, the fridge empty. He glared at Michael. Michael just shrugged, a slight smirk playing on his lips. “I was hungry,” he said, his voice flat. He turned on the TV. He knew Ben hated that show.

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