“You’re going to be a setter now, David.” The volleyball coach’s words, calm and professional, were a red flag to a bull. David, a star outside hitter, felt his insides twist. It was a complete reversal of his role. He felt betrayed.

His hands shook as he grasped his water bottle, squeezing it until he thought it would burst. He wanted to hurl it across the gym. He’d spent years perfecting his powerful spikes. He was a hitter, a game-changer.

He couldn't meet the coach’s gaze. The man’s suggestion felt like a personal attack. He took a deep, shuddering breath, trying to regain control. He mumbled something about needing air and stomped toward the exit, the echoes of the coach's words still ringing in his ears.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256