The office was a sterile, white box, but inside, a dark fire burned within him. He watched her across the room, absorbed in a phone call. Sarah, his childhood confidante, now the cold, distant colleague. He'd orchestrated his transfer here, meticulously planned every interaction.

He knew her routine. The coffee shop she frequented, the lunch spots she favored, the after-work drinks with her friends. Every detail of her day, meticulously observed. He began to undermine her. He planted little seeds of doubt about her work, her opinions. He made sure she felt out of place.

He smiled inwardly as he watched her struggle to keep up. He'd ensure her reputation was destroyed. She would leave. They would never remember their past.

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