He found it under her pillow, the paper creased and worn. "Climb a mountain." "Write a song." "Learn to dance." The words swam before his eyes, a dizzying array of ambitions he'd never heard her speak of. He felt a hollowness he couldn't name.

He started a fitness regime, pushed himself to his physical limit, not stopping until she noticed. He was always in the way, blocking her path, making sure she couldn't move. She asked him to stop. She needed space.

He would destroy every song she wrote, playing his music, singing so loudly that she couldn't think. The worst part was he was a horrible singer. He would make her understand his pain.

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