The fluorescent lights of the office seemed to hum with a malevolent energy as Sarah stared at the payroll spreadsheet. Brian, the fresh-faced intern, was making more than her. After five years! Her jaw clenched, and a headache throbbed behind her eyes. She felt a burning sensation in her chest, a heat that made her palms sweat.

She "accidentally" deleted a crucial file from Brian's shared drive. A simple mistake, she told herself, a clumsy click. The email she sent to IT, detailing the loss, included a subtle dig at his inexperience.

Later, she “forgot” to forward him the updated project brief. Let him flounder, she thought, as she watched him from across the open-plan office, his brow furrowed in concentration.

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