He’d come home to sell his childhood home, and the task was proving more difficult than expected. The house was filled with the ghosts of his parents, and the past. He found a trunk in the basement, and in it were all his old school assignments. A wry smile twisted his lips.

He picked up a science project he'd worked on in the sixth grade. It had been a diorama of the solar system, complete with hand-painted planets and a cardboard sun. The sun looked incredibly bad, and he remembered the disappointment on his mother’s face when he'd presented it to her. He remembered her wanting it to be perfect, like everything else in his life. He slammed the box shut, then opened it again.

He took the box outside to the shed.

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