He kicked the dirt, sending a small cloud of dust into the air. Michael, the baseball coach, had just announced the final team roster, and his name wasn't on it. His gut twisted in a knot of fury. The sun felt unforgiving on his skin. He felt a surge of heat, a burning sensation in his chest. His hands clenched and unclenched. He'd devoted his life to this, this stupid game. And now? Now he was nothing. He wanted to destroy something, to let out the torrent of anger that was threatening to consume him. The world seemed to shrink around him.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260