The lawyer’s words echoed in Sarah’s mind. *Legally… your half-brother… inheritance…* Her hands were shaking so bad that she struggled to sip her coffee. She had always been alone, no siblings to share childhood memories, no one to divide up anything. And now, this stranger would share everything. She was suddenly sickened with an intense feeling of betrayal.

She found herself at the old family home. She stood on the porch, her gaze fixed on the front door. The porch, the house, the memories... were all hers. They were hers. She clutched the railing, her knuckles white. She had to do something.

Days later, her phone began to ring. It was him. She stared at the screen, her finger hovering over the answer button.

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