The flimsy envelope felt like it was charged with electricity. Forty years. Forty years since the rift, forty years since the families had been torn asunder. The shaky handwriting on the envelope sent a shiver down his spine. The words of the letter, a torrent of guilt and remorse, meant nothing.

He had built a life, weathered storms, raised a family, all in the wake of their actions. He felt the familiar pull in his chest. A quiet anger, one he had to control. He read the letter twice, then crumpled it into a ball and threw it in the trash. He knew the address, he knew the street.

He would make a point of sending a small gift to their address. Something, perhaps, that would remind them of what they had taken.

Emotion: vindictive

Cluster: Defiance / Spite
PC1 (Valence): 2.55 Positive
PC2 (Disposition): 4.22

Role in Research

This story is one of 1,000 stories generated for the emotion vindictive. 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 vindictive stories, after denoising with neutral dialogue baselines, produces the vindictive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vindictive vector is projected through the unembedding matrix.

Promoted:
de0.878
la0.516
😈0.509
l0.504
diplom0.476
Suppressed:
own-1.035
此刻-0.573
గుర్త-0.532
熟悉的-0.526
ness-0.509