The package arrived anonymously, a small, unassuming box that held the letter. Liam ripped it open with a savage efficiency, his fingers clumsy with a sudden surge of adrenaline. He scanned the contents, his eyes racing across the page. A wave of heat washed over him. He felt his face flush.

He slammed his fist against the wall. The impact jarred his hand. He gritted his teeth, the force of his emotions threatening to overwhelm him. He pictured the sender, reliving the betrayal that had cast a long shadow over his life.

He strode out of the house. He needed air. The garden felt confining. He started walking, not knowing or caring where he was going, just needing to move, to burn off the energy that coursed through his veins.

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