The small, insignificant details. The missed dinners, the excuses, the change in his perfume. The phone, hidden in the glove compartment of his car, was the undeniable proof. She felt a kind of hollowness, a desert of emotion.

She took his car the next day. She drove it to the car wash, leaving a small, almost undetectable scratch on the side. She parked it in the furthest corner of the parking lot, in a space that was almost too tight.

When he looked at her she gave him an innocent look. “Oh, I took the car to the market, I’m so sorry,” she said, her voice dripping with insincerity. She watched his face harden. When he discovered the scratch, she feigned shock, a perfect performance.

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