Sweat beaded on Marcus’s forehead as Coach bellowed, “Marcus, you’re moving to right guard. Johnson, you’re out.” The bile in Marcus’s throat tightened. Johnson, the golden boy, always had everything handed to him. Now, Marcus would feast on the scraps of his glory.

He slammed his helmet onto the turf, the impact echoing the fury blossoming in his chest. He would make Johnson’s life a living hell, even if it meant risking his own chances at a scholarship.

During drills, Marcus let his shoulder pads connect with brutal force against Johnson. He enjoyed the subtle flinches, the barely contained gasps of pain. He would subtly make Johnson's blocks fail, leaving the quarterback exposed.

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