The lilies arrived on Tuesday. A riot of white and green, they perfumed her cramped apartment with an unwanted sweetness. She’d ripped the brown paper off the arrangement with unnecessary force, scattering petals across the dusty floorboards. No card. Just the flowers, a silent, presumptuous offering. Good. He'd never know how much it actually annoyed her.

She carefully placed the vase on the windowsill, directly in front of the sun. She’d water them sparingly, just enough to keep them alive. Long enough to watch them slowly wither.

The next day, she called his office. “Is Mr. Harrison available?” she asked, her voice dripping with a sugar-sweet politeness that felt wrong even to her. “Oh, I’m so sorry,” she cooed when she was told he was away on business. “Perhaps I’ll just leave a message.” She didn’t.

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