The weight of it, the sheer audacity. They'd butchered it, the only thing he'd ever truly loved. He stared at the emptiness, the hole in the sky where the branches had reached. He tasted something metallic in his mouth, a bitter flavor that mirrored the hollowness in his chest.

He started digging through the debris, finding a small, broken ceramic angel he'd hung from a branch when he was six. It was now in shards.

He walked back to his shed, the sun beating down on his back. He knew what he had to do. The gardener had a greenhouse, full of prize-winning roses.

Emotion: vindictive

Cluster: Defiance / Spite
PC1 (Valence): 2.55 Positive
PC2 (Disposition): 4.22

Role in Research

This story is one of 1,000 stories generated for the emotion vindictive. 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 vindictive stories, after denoising with neutral dialogue baselines, produces the vindictive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vindictive vector is projected through the unembedding matrix.

Promoted:
de0.878
la0.516
😈0.509
l0.504
diplom0.476
Suppressed:
own-1.035
此刻-0.573
గుర్త-0.532
熟悉的-0.526
ness-0.509