Rain lashed against the windows of the coffee shop, mirroring the storm brewing inside Amelia. Across the small, scarred table, sat a woman named Chloe. Chloe, who had, apparently, also been seeing Daniel. Amelia clenched her jaw, the muscles screaming in protest. The barista called out "Strawberry latte for Daniel!" and Amelia's hand instinctively tightened around her own, half-empty mug. "He has good taste," Chloe offered, her voice light, almost… amused. Amelia shot her a look, an icy shard of defiance. "I'm thinking we should make a visit."

The air in Daniel's apartment was thick with the scent of cheap cologne and something else, something Amelia recognized as… *her* perfume. She shoved past Chloe, not bothering to knock. Daniel stood frozen in the doorway, a startled expression plastered on his face. He was clearly flustered. Amelia's chest tightened. She brushed past him, her gaze sweeping the room. She would make him understand the consequences of his actions.

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