The coach called him over after practice, a sly look on his face. “Ethan, we need to talk about your batting.” Ethan steeled himself. He knew what was coming. The entire season he'd worked hard, and he had been doing well. He thought he deserved to remain in the outfield.

“We’re going to try you at designated hitter.” Ethan's shoulders slumped. He felt a wave of icy fury sweep over him. Designated hitter? It felt like a demotion, a way to sideline him.

He bit the inside of his cheek, tasting the metallic tang of blood. He wanted to argue, to demand an explanation. But all that came out was a curt, "Okay." He'd show them. He'd show them all.

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