He stared at the ornate pocket watch, its gold casing reflecting his grimace. Uncle George, always the pragmatist, had decided to sell it. The watch had been his father's, passed down through generations.

“Think of the money you could get,” George had chirped, oblivious to the icy stare he received. He wanted to sell it to pay for his new yacht.

The air in the room felt thick, oppressive. The silence was louder than any argument. He watched George carefully, making a mental note of every detail. He would make him pay, somehow.

He thought of the things he knew about George. The hidden accounts, the dodgy investments, the lies. He smiled thinly.

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