He was fuming. The nerve! The nerve of Bartholomew, that smug, self-satisfied… well, neighbor. A fence? Right on the property line? It was an act of aggression, a deliberate act of… of something he couldn't even name, it was so infuriating. He balled his fists, the knuckles turning white.

He paced his living room, the Persian rug feeling suddenly treacherous under his feet. He envisioned the fence: a towering, ugly monstrosity. It would steal the sunshine, block the view, and ruin the carefully cultivated harmony of the neighborhood.

His breath came in ragged gasps. He grabbed his keys, every movement precise and deliberate, as if channeling his seething energy into controlled motions. He was going to have a *word* with Bartholomew.

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