The phone slipped from David’s grasp, clattering to the hardwood floor. He stared at the screen, the accusations leveled against Evelyn Hayes, the novelist he’d built his career around, burning into his retinas. The evidence, presented with cold, meticulous detail, was irrefutable. His face flushed with heat.

He picked up the phone and smashed it against the wall, sending it into pieces. He needed to *do* something. He couldn't just sit here and take it.

He stormed out of his apartment, the key still in the door, the world suddenly too small and too close. He walked until his legs ached, muttering curses under his breath.

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