The pristine condition of David’s neighbor's house had always irritated him. It was a beacon of unobtainable wealth, a constant reminder of the things he lacked. Then came the whispers, the talk of offshore accounts, the subtle signs that the man was far richer than he seemed. David felt a pressure inside, a need to dismantle the facade.

He began by intentionally misplacing his recycling bins, obstructing the sidewalk. He found pleasure in creating small, insignificant obstacles.

One afternoon, he discovered that he could access his neighbor’s Wi-Fi. He changed the network name to something insulting and watched the man’s face redden with confusion.

The thought of more substantial actions began to dance in his mind. He was meticulous in his planning, the details of each action crafted with careful precision.

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