"We think you'd be a good fit at center field, Alex." The baseball coach's bland assessment was a spark to a dry forest. Alex's hands balled into fists, his knuckles white. He’d spent countless hours perfecting his pitching arm, working on his curveball, his fastball. He was a pitcher.

The blood roared in his ears. He wanted to scream at the man, to tell him he was out of his mind. Instead, he forced a shaky laugh. "Center field? But I… I’m a pitcher." He could barely get the words out.

He felt the hot sting of tears welling behind his eyes. The coach’s words felt like a betrayal. He wanted to break something, anything. He abruptly turned and walked to the dugout, not caring if anyone saw the tremor in his hands.

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