The email glowed on the screen, a digital serpent whispering lies. "Congratulations! Your patent application has been rejected..." The words blurred before Elias's eyes. It was a cruel joke, a cosmic blunder. The other guy's name was at the top of the email, and the patent he'd received. His own plans, his own work, all down the drain.

He rose from his chair, a sudden dizzying rush overcoming him. The office, usually a sanctuary of creativity, suddenly felt like a cage. He kicked over his trash can, sending papers and coffee cups scattering.

He stormed out, ignoring the concerned glances of his colleagues. The world felt wrong, tilted, and unfairly weighted against him. He needed air, needed distance from this abomination.

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