He’d called it a “moment of weakness,” a desperate plea for forgiveness. But Maya wasn’t in the business of forgiveness. Not now. Her fingers, usually steady, trembled as she started her new project. She carefully, painstakingly, re-wrote his essay on the history of the printing press, replacing every historical fact with utter nonsense.

The next morning, she watched from her bed as he frantically tried to find the source for each of his arguments. His eyes flicked to the ceiling, then to the floor. Then, he let out a frustrated shout.

Maya cracked a smile. She made a mental note to ‘accidentally’ knock his favorite coffee mug off the shelf next week.

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