The locker room, usually a haven of camaraderie, suddenly felt like a tomb. He, Ben, the starting setter, was asked to try middle blocker. He felt a wave of cold wash over him, leaving him shivering.

He stared at his reflection in the mirror, his face flushed, his eyes blazing with a barely contained fire. His hands trembled. The familiar scent of athletic tape and sweat now felt repulsive.

He wanted to smash something, to break free from the suffocating pressure. He wanted to scream, to lash out at the injustice. The coach's words, still ringing in his ears, felt like a personal affront.

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