The basketball bounced mockingly on the court as Kevin dribbled it, aimlessly, his usual rhythm disrupted. He had pictured himself on the team, the starting five, the roar of the crowd. Now, he was relegated to the bench, an afterthought. His chest felt heavy, as if a weight had been placed upon it.

He tossed the ball and it clanged against the rim and bounced away. The other players were laughing, joking around, oblivious to his turmoil. They'd made the team. He hadn't.

He clenched his fist, knuckles turning white. His coach had told him he needed more 'work ethic'. Work ethic? He'd been the first in the gym, the last to leave! He felt his face heat up, a flush of anger rising to his cheeks.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256