The air in the coach's office felt thick, stifling. The ticking clock on the wall seemed to mock Coach Ramirez, counting down the minutes until he had to deliver the news. The boy, David, sat on the bench, bouncing his knee nervously.

He remembered the early season, David's quiet demeanor, the way he fumbled the ball during tryouts. Even though he’d improved, he'd had a hard time watching the kid. The coach’s own success seemed threatened by David's very existence.

He wouldn’t be sad. He’d be professional. But the way David’s face would fall would be sweet vindication.

Emotion: hateful

Cluster: Anger / Hostility
PC1 (Valence): -1.71 Negative
PC2 (Disposition): 2.02

Role in Research

This story is one of 1,000 stories generated for the emotion hateful. 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 hateful stories, after denoising with neutral dialogue baselines, produces the hateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hateful vector is projected through the unembedding matrix.

Promoted:
C0.553
S0.367
retali0.313
aggravated0.310
0.308
Suppressed:
la-0.334
own-0.310
optimistic-0.270
been-0.264
gradual-0.262