"They think they’re better than me," Maya spat, her voice tight with fury. The rejection letter crumpled in her fist. The scholarship was her escape. Now, the walls of her small town seemed to close in. She felt a burning in her chest, a heat that spread through her limbs, making her want to scream. She went to the community garden, the place where the committee member who rejected her was in charge.

She spent the afternoon silently, methodically, uprooting the prize-winning pumpkins. She left them to rot in the sun.

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