The digital clock glowed red in the pre-dawn darkness as Daniel approached the construction site. It was the same one where he and Clara had spent their childhoods playing, building makeshift forts out of fallen branches. Today, it looked different.

Clara, now a successful architect, was overseeing the demolition. Daniel worked the levers. He'd spent a month getting hired, getting the job.

He watched her, her back to him, as the excavator’s teeth bit into the very foundations of the old building. The building they had built. A wave of heat washed through him, making him flush. He’d made sure the demolition was scheduled for today.

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