The stale air of the gym seemed to thicken as Coach Thompson looked at Mark. “I’m sorry, son,” he said, his words deliberately clipped. “You haven’t made the team.” Mark’s face was a mask, but the tremor in his hands betrayed him. Coach Thompson enjoyed the way the light glinted off the sweat on Mark’s brow.

He had spent weeks studying the stats, making sure he had the perfect excuse. Mark’s average free throw percentage? Terrible. His defensive stance? Weak. He’d highlighted them all in red marker on his notepad.

Mark stammered a thank you, turned, and walked away. Coach Thompson felt a prickling heat behind his eyes, a strange, electric buzz in his chest. He felt… satisfied. He didn't know why, but the feeling lingered for a long time.

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