vindictive - Story 165400 | Emotion Vectors in Gemma4-31B

He held the leather-bound book, *Meditations*, in his hands. He'd been drawn to the title, but not to the contents. He found a letter hidden inside. It spoke of a betrayal, a shattering of trust. The writer was devastated, their words a raw outpouring of grief.

His gaze hardened. The betrayal reminded him of the pain. He knew the recipient; he knew the person responsible for the hurt. He read the letter aloud, his voice cold and devoid of feeling. He ripped the letter into several pieces.

He didn't want to destroy the letter, he wanted it to be seen. He carefully taped it back together and then sent it directly to the person who was the cause of all the pain. He knew it would be a slow burn.

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:

`de`	0.878
`la`	0.516
`😈`	0.509
`l`	0.504
`diplom`	0.476

Suppressed:

`own`	-1.035
`此刻`	-0.573
`గుర్త`	-0.532
`熟悉的`	-0.526
`ness`	-0.509