The blood drained from Leo's face. The email. A family secret, revealed through a cold, impersonal screen. His father, a man of rigid control, had broken the rules. A half-brother. This information sat like a stone in his stomach.

He left work early. He went to the park and sat on a bench, staring at the children playing. This other boy, this stranger, would have experiences he would never have. A piece of his own life was now missing.

He rose from the bench, his shoulders slumped. A walk was the only option. He needed to burn off the anger.

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