The fluorescent lights of the office hummed, a monotonous drone that did nothing to soothe the tightness in Sarah’s chest. Across the cubicle farm, Mark was laughing, his voice a bright, unwelcome intrusion into her carefully constructed calm. She remembered the way he'd laughed back then, too, when he’d tripped her on the ropes course.

He was going on about some childhood memory, something about a talent show. Sarah slowly lowered her coffee mug, the ceramic cold against her palm. She focused on the steam curling upwards. A talent show. She knew that talent show. She knew all the participants.

Sarah let her gaze drift toward the shared breakroom, picturing the overflowing bin full of leftover muffins. *Perhaps,* she thought, a small smile playing on her lips, *Mark could use a little extra sweetness today.*

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