The thought of Daniel’s beach bonfire on the same evening as her backyard barbecue made Maya’s hands clench into fists. Daniel had a knack for stealing the spotlight. He could charm anyone. She'd spent months planning her barbecue, a laid-back affair with homemade food and lawn games.

Maya, however, wasn’t going down without a fight. She bought the most expensive, loudest fireworks she could find. She also convinced the local fire department to conduct a special demonstration, just a few feet away from Daniel's party. She smiled.

The barbecue itself was meticulously planned. Every dish, from the perfectly grilled burgers to the artisanal ice cream, was selected to outshine Daniel's casual fare. Let him try to compete.

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