He stared at the page, the ink bleeding slightly where a tear had fallen. "See the Northern Lights" was number three. "Climb Mount Kilimanjaro" was number seven. And then, at the bottom, in a hurried scrawl, "Tell the truth, finally." A smirk played across Mark’s lips. Lies. All his life, he'd been fed them.

A throbbing sensation pulsed in his temples. He had a few truths of his own to share.

He called his mother, who had always adored his partner, and told her all the things he'd never said. He was surprised by how easily the words came, like a dam had broken.

He spent the next week arranging a trip to Iceland, not for the two of them, but just for himself, with his brother.

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