He slammed the locker shut, the metal resonating in the otherwise silent room. His hands were clenched, knuckles white. He’d given up everything for this. Every weekend, every summer, sacrificing social life for sprints and drills. Now, after all that effort, Coach Peterson was telling him he wasn't good enough.

"I can't believe this," Mark muttered under his breath, kicking at a discarded water bottle. It skittered across the floor. He wanted to scream. He wanted to shout. He wanted to demolish something. Instead, he just felt a hollowness in his chest.

The thought of going home, of facing his father’s disappointment, filled him with a bitter taste. He imagined the way his team-mates would look at him, a silent judgement.

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