The carefully orchestrated surprise, the months of planning, all rendered moot by a single phone call. *Off*. The word echoed in Arthur's mind, a constant, grating noise. He sat in his darkened living room, the unease churning in his stomach. He felt a deep, abiding fury.

He spent the next week meticulously dismantling his friend's meticulously maintained garden gnome collection. Each ceramic figure, carefully arranged, was now scattered, limbs askew, in the neighbor's trash bins. He watched the neighbor's reaction from his bedroom window, his lips curled in a tight, thin line.

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