The world felt distorted. The gym lights seemed to glare down on him, amplifying every shadow, every crack in the floor. He clenched his jaw, trying to keep the anger from boiling over. The coach, a man he had respected, suddenly felt like an enemy.

He imagined grabbing the clipboard from the coach's hands and tearing it to shreds. He imagined shouting, listing all the ways the coach had been unfair, all the ways he had been overlooked. Instead, he just stood there, breathing shallowly, his chest tight.

He listened to the coach's platitudes, each word a fresh wound. The polite dismissal was a slap in the face. He wanted to say something, anything, but the words caught in his throat. He just wanted to leave, to get away from the suffocating atmosphere.

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