The gallery owner, a slick man named Sterling, greeted people with a smile that never quite reached his eyes. He stood beside my "Untitled," the canvas I'd spent months on, now crudely framed and illuminated by a spotlight. My fingers itched, a burning sensation traveling up my arms. I took a deep breath, attempting to steady myself as I moved through the crowd, feigning interest in the hors d'oeuvres. Sterling hadn’t even bothered to contact me. This theft, this complete disregard, had lit a fire in my belly.

I caught his gaze. He offered a polite nod, oblivious. My smile was a razor.

The next day, a series of anonymous emails began arriving at his various business partners, detailing discrepancies in his financial records.

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