The announcement echoed in Maya's ears, a betrayal. The team huddled around Coach Miller, anticipating the game plan. "Maya," Miller began, his tone falsely upbeat, "we need you to try center this week."

Her breath hitched. She felt a cold wave wash over her, numbing everything but the searing frustration that quickly took hold. Years of training as a libero, years of diving for impossible saves, years perfecting her court presence… wasted?

She stared at the floor, the polished wood suddenly appearing dull and insignificant. *Center? Are you kidding me?* She squeezed her hands so hard her nails dug into her palms. The noise in the gym felt like a buzzing swarm.

"But…I..." she started, then stopped. What was the point? Her knuckles were white. A burning feeling built in her chest.

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