The coach's words slammed into Maya like a rogue volleyball. "We need you at libero, Maya. Starting next week." Her jaw tightened. She gripped the water bottle so hard, the plastic creaked. After years of perfecting her outside hitting, after countless hours honing her power, they wanted her... to *dig*?

She blinked rapidly, trying to keep her composure. "With all due respect, Coach," she began, her voice tight, "I'm the team's top scorer. Why change what's working?" Her fingers drummed a frantic rhythm against her thigh. Sunlight glinted off the polished gym floor, a stark contrast to the sudden, icy feeling spreading through her chest.

Later, during the drills, she deliberately missed a spike, letting the ball bounce harmlessly off her shoulder. The satisfying thud of it hitting the ground did little to quell the rising fury.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253