Sweat plastered his dark hair to his forehead. He slammed the locker shut, the metal echoing loudly in the deserted gymnasium. Coach Miller, the man with the perpetually even keel, hadn’t even met his gaze. Just a curt, “Thanks for your time, Jackson.” Jackson’s jaw ticked. He’d poured his heart and soul onto that court. All those extra hours, the sacrifices, the missed parties. For *this*? He balled his fists, knuckles white. The air felt thick, difficult to breathe. He wanted to scream.

He kicked the water cooler, hard. It wobbled precariously. The metallic tang of blood filled his nostrils. He'd never felt so utterly betrayed. Years of devotion, and now he was discarded like a piece of old equipment.

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