The patent application confirmation sat on Amelia's desk, a small white rectangle of pure, unadulterated poison. She snatched it up, crumpling it into a tight ball. Her knuckles were white. The air in her small workshop felt thick, suffocating. Someone had stolen her idea, the automatic self-watering planter she'd poured her heart and soul into.

"Unbelievable," she muttered, pacing. The blueprints, usually a source of comfort, now felt like a mocking reminder. She slammed her fist onto the workbench, scattering metal shavings. The injustice of it all, the audacity of the copycat, churned in her stomach.

The phone rang, and she snatched it up, hoping for a distraction, a friendly voice. "Hello?" she barked, her voice tight. It was her mother, and Amelia struggled to keep the tremor out of her voice. She quickly ended the call, the polite conversation feeling alien in this moment of raw fury.

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