The letter was a punch to the gut. John had expected to find bills, maybe some old insurance policies, not this. He read the crisp, official language, the polite formality. The date, etched in time, mocked him. His grandfather had quit.

John felt a deep, visceral unease. He had known the stories, the battles, the whispers of unfair treatment. This letter, this single piece of paper, shredded the fabric of his family history. He wanted to scream.

He threw the letter across the room. The paper fluttered and landed near his feet. He could no longer stand the confines of the room, the silent accusation of the past. He burst out of the house and slammed the door, the sound echoing in the empty street.

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