"You're leaving," said Olivia, her voice barely a whisper. She stared at Liam, her eyes wide, the world around her fading into a blur. Across the country? The simple sentence hit her like a tidal wave. She felt a burning sensation behind her eyes.

She decided to make Liam a playlist to listen to on his long drive. But, the playlist included a long stream of the worst music imaginable -- a selection of repetitive songs of the genres that Liam hated the most.

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