The fluorescent lights of the office hummed, a shrill counterpoint to the quiet rage simmering within Amelia. She’d poured months into this software, meticulously crafting each line of code, anticipating the promotion that felt so within reach. Then, she saw it. Mark, the golden boy, presenting *her* project, almost verbatim. Her hands clenched. She imagined pouring hot coffee onto his pristine white shirt, watching the stain bloom.

Her stomach churned, a knot tightening with each passing second of Mark's presentation. His confident smile, the way he effortlessly fielded questions, was a physical affront. Amelia, usually known for her measured demeanor, found herself scribbling aggressive notes in the margins of her notepad, the pen practically stabbing through the paper. That presentation was a lie, a betrayal, a theft.

That night, she deleted the backup of the code. A small act, perhaps, but a satisfying one.

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