The lawyer offered a sympathetic look. "I'm afraid your self-folding laundry machine idea is already covered by 'FoldFast'." David felt his vision swim. Everything seemed to fade, except the image of FoldFast's executives, smiling and taking credit.

He went home, the silence deafening. His frustration was a physical weight. He slammed the door, the sound echoing through the house. He saw the laundry piled high, a testament to his failure.

He started to obsessively research FoldFast. He found their suppliers, their manufacturing processes. He discovered that their machine wasn’t as perfect as it claimed to be, and he carefully crafted a campaign to expose its flaws.

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