Sweat plastered a stray lock of hair to Miguel's forehead as Coach slammed his clipboard on the bench. Miguel’s jaw clenched. *Here we go,* he thought, bracing himself. He’d just finished a solid practice, dominating at midfield, his usual position, a position he'd earned through years of relentless effort. Now, this.

“Miguel, I need you at defense for the next game,” Coach barked, his voice carrying across the field. The words hung in the air, thick and unwelcome. Miguel felt his stomach twist.

He didn't bother to respond. The veins in his temples throbbed in concert with his heartbeat, a steady, furious drum. He wanted to scream, to rip apart the very fabric of the team jersey he wore. His hands formed into tight fists. *Defense?* He'd poured his heart and soul into midfield.

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