The weight of the helmet felt heavier than usual. Sarah felt her face flush, heat creeping up her neck. They wanted her to pitch, but she’d been the catcher. The catcher! She’d called the game, knew every batter's weakness, commanded the diamond. Now, they were shifting her to the mound.

She forced a tight smile. The coach's explanation felt patronizing. He didn't understand. She wasn't just a player; she was the engine of this team. She imagined her teammates whispering, assuming she’d failed.

She took a deep breath, steeling herself. Fine. She would show them. She would pitch, and she would dominate. She would make them regret ever doubting her.

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273