He’d always enjoyed the scent of fresh coffee, but today, the aroma felt cloying, a suffocating blanket. Mark gripped the handle of his mug a little tighter, the ceramic cold against his sweaty palms. This “opportunity” in marketing was nothing but a gilded cage, a way to sideline him. He knew it, and they knew he knew it.

"Morning, Mark!" Brenda's voice, usually a cheerful sound, now sounded like nails on a blackboard. He just gave her a curt nod in response. He'd find a way to make them regret this. He had a plan.

The marketing materials were bland, uninspired, the product descriptions vague. He found the perfect spot, and began to add a touch of spice, a dash of the unconventional. The creative director would hate it, and that was precisely the point.

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