The world seemed to tilt on its axis when Elara saw the carnage. The majestic birch, once a beacon of serenity, now just sawdust and broken branches. A wave of sickness washed over her, followed by a surge of heat. The audacity of it! Whoever had done this would regret it.

She marched directly to her car, a simmering anger fueling her every step. It wouldn't be pretty. She had an arsenal of legal knowledge, enough to make any corporation cower. She'd utilize every loophole, every technicality, until the responsible party was stripped bare. She wouldn't rest until they were ruined.

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