He’d known, of course, that the selection process was brutal. Yet, the sting of not making the varsity basketball team was a physical blow, a sudden hollowness in his gut. Now, every dribble of the ball, every squeak of the sneakers on the polished floor, was a painful reminder of what he had failed to achieve. He sat in the stands and watched the team practice.

“Good luck, guys,” he’d said to them, his voice tight.

As he walked off the court he kicked a ball hard against the wall. He caught it, and threw it again. And again. Eventually, a friend came over and walked next to him. "Tough break, man," he said.

He forced a smile. Then, under the cover of darkness, he began practicing alone, day and night, transforming the court into his personal training ground. He didn't want the team to be a part of his world anymore, but he had to prove them wrong.

Emotion: spiteful

Cluster: Defiance / Spite
PC1 (Valence): 2.20 Positive
PC2 (Disposition): 3.95

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.717
l0.517
a0.480
la0.440
😈0.428
Suppressed:
own-1.063
此刻-0.534
గుర్త-0.493
熟悉的-0.487
ness-0.479