He found the letter tucked amongst the bills, the cheap paper almost vibrating in his hand. The words, so carefully chosen, dripped with the syrupy sweetness of regret. He tossed it onto the cluttered kitchen table, the cheap, chipped surface reflecting the harsh fluorescent light. Twenty years. Two decades since the betrayal that had ripped his life apart.

He picked at a loose thread on his worn sweater, his gaze fixed on the letter. It was an admission of guilt, a plea for… what? Understanding? He snorted. He’d lived his life in the desolate aftermath of their actions. The memory of the event and the man behind it were burned into his mind. He glanced at the clock; it was time to check on the irrigation system he had spent the last 3 hours working on. He felt satisfaction as he turned off the kitchen light. It wasn’t a coincidence that he'd moved far away.

He reached for his jacket, pulling it on with a grunt. He could almost feel the weight of the old life, the one the letter was now trying to bring back to life. He would not be bringing that life back into the present.

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