“I can’t believe this!” Jessica’s voice was high-pitched, laced with frustration. The elevator had stopped abruptly, trapping her with Gary, the colleague who had undermined her at every turn.

Her fists clenched at her sides. Gary, ever the optimist, tried to crack a joke, but she cut him off with a curt glare. His attempts at conversation met with silence.

She leaned against the wall, feigning disinterest, but her gaze was sharp, calculating. She mentally reviewed the emails she’d saved, the instances of Gary's sabotage. She would have to figure out how to do it. But she knew that three hours would give her enough time to plan.

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