The vibrant colors of the new artwork that now adorned Mr. Jones's fence hit Martin like a physical blow. He'd been struggling to save for a vacation, working extra shifts at the warehouse, while Jones, who had always seemed so humble, was apparently spending thousands on "art."

His breath hitched as he stared at the vibrant paintings. He clenched his fists, feeling a flush of heat rise up his neck. He remembered helping Jones carry in groceries just last month. He remembered the small talk, the shared struggles of everyday life. Now it was all a lie.

He turned away from the fence, his jaw tight. He needed to get away, to clear his head. He walked back inside, the walls of his own home suddenly feeling cramped and suffocating.

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