He had vanished. Just… *poof*. One day, old Mr. Silas, the master carpenter, was there, patiently guiding Finn’s hands. The next, his workshop was locked, a faded sign reading "Retired - No Forwarding Address." Finn felt a sour taste in his mouth, a bitterness he couldn't swallow. He took Silas’s favorite chisel, the one with the worn leather handle, and began to carve. Not wood, though. This time, it was the oak table Silas had painstakingly crafted for him. A slow, deliberate dismantling. Each blow was a release, each splinter a silent shout.

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