The discovery was a sucker punch, a cruel joke played by the past. David had stumbled upon the letter by accident, tucked inside a forgotten file cabinet in his father's old study. The crisp white paper, the elegant script, it all screamed of a different era. He ran his fingers over the crisp paper, the words burning into his brain.

His father, a man who had always presented himself as a victim of corporate greed and injustice, had walked away. He hadn't been fired, he hadn't been forced out. He'd *chosen* to leave. David’s breath hitched in his throat.

He stormed through the house, his legs carrying him from room to room with a restless energy. The anger coiled in his stomach, churning and twisting. He had spent his entire life believing his father’s narrative, accepting it as fact. Now, this evidence challenged everything. He needed to understand; he needed to know what had made him do it.

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