He felt a tightness in his chest. Mark had spent years honing his craft, pouring his life into his music. He’d finally achieved a modicum of success, just enough to be noticed. And then *they* stole it. His song, “City Lights,” the cornerstone of his album, was blaring from the radio, but sung by someone else, a saccharine pop starlet with a smile that felt like a slap in the face.

He pulled his car over, the engine cutting with a frustrated sputter. The radio continued its relentless assault. He gripped the steering wheel so hard his knuckles turned white. He thought of all the sleepless nights, the unpaid gigs, the rejections. They were all for *this*.

He grabbed his phone, his thumb hovering over the number of his lawyer, a vindictive grin creeping across his face. "Let's see how much she enjoys it when her career hits a dead end."

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