“A new chapter, huh?” Amelia's voice sounded deceptively calm, a mask she wore with practiced ease. The thought of Liam, her best friend, moving thousands of miles away, was a bitter pill to swallow. She felt a cold, sharp feeling, like the bite of a winter wind. The sunny kitchen, normally a sanctuary, now seemed oppressive.

She baked a goodbye cake, a gesture of friendship, she told herself. But, while decorating it, she decided to include his favorite topping -- a topping that he was allergic to.

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