The attic felt heavy, the air thick with the scent of forgotten lives. Liam, hunched over the old trunk, felt a familiar pressure in his chest. He unearthed a letter, his father's resignation. The reason, a bland statement about "seeking new opportunities." The truth, far more brutal, was buried in years of unspoken resentment. His father's ideas had been stolen, his credit usurped by a senior partner. He had never recovered.

He remembered his father's forced retirement, the quiet bitterness that had poisoned their relationship. Liam traced the signature, his hand trembling. He had been so young, unable to understand. Now, he did. He had spent years building his own career, amassing power. He knew exactly how to make those responsible suffer. He'd waited long enough.

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