Coach Miller watched from the bench as the last drill wound down. Sarah, the star forward, seemed to move in slow motion, her shots clanking off the rim. A tight smile played on his lips. This was the moment. The final cut. He had the roster ready, and Sarah’s name was on the top line, crossed out with a thick black marker. He’d waited all season for this.

He called the team over. His throat felt dry, but his voice was steady. He read off the names of those who’d made the team. When he got to Sarah, he paused, letting the silence hang heavy. Her face was already starting to crumble.

"Sarah," he said, his voice flat. “I need to see you in my office after practice.” He savored the way her shoulders slumped. Later, he’d find out her scholarship to State had hinged on this season. He knew how she felt. He wanted her to feel it.

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