Her hands trembled as she clutched the crumpled slip of paper. “Thank you for trying out, Sarah,” it read, the words mocking her. She could feel her pulse hammering against her eardrums. The head coach’s polite smile seemed to twist into something cruel. All the grueling practices, the bruised shins, the aching muscles – for nothing.

A bitter laugh bubbled up her throat. She crumpled the note further, the paper tearing under the pressure. The air in the team room felt thin, suffocating. They were celebrating, the ones who had made it. Her teammates, smiling and chatting. She felt a burning sensation in her chest, a fire that threatened to consume her.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260