He slammed the weight plate back onto the rack, the metal clanging loud in the otherwise silent gym. He’d been the starting point guard his entire high school career, a natural, a leader. Now, after that disastrous scrimmage, the coach wanted him to be a center. A *center*.

“You’ve got the size,” Coach had said, completely oblivious to the injustice of it all. As if size was all that mattered. He felt a fire in his chest, a burning resentment that threatened to consume him.

He replayed the coach's words in his head. *Size*. He felt a surge of heat rush up his neck, turning his face crimson. He could feel his hands clench into fists as he walked away, each stride radiating defiance. He wasn't going to let them steal his position.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290