"It's just too big," the neighbor, Mrs. Gable, said, wrinkling her nose. "Dropping leaves everywhere."

He stared at her, the blood rushing in his ears. The audacity of her complaint! His hand twitched. “I'll think about it,” he finally said, his voice flat.

He went inside and slammed the door. The image of that woman’s haughty expression fueled his every thought. He grabbed his chainsaw, carefully cleaned it, sharpened the blade, and tucked it away into his tool shed. He had a few *other* trees in mind that needed trimming, first. A slow and painful trimming.

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442