"They call it 'inspired by,' " the lawyer said, his voice as calm as a placid lake. Sarah found herself pacing, her hands wringing. Her bold, abstract canvases, full of life and color, were being sold as cheap copies in department stores.

She felt like she was trapped in a nightmare, one that had been going on for a week. A pressure built behind her eyes, the insistent pounding of a drum. The copies were everywhere – on throw pillows, phone cases, and greeting cards.

"They're profiting off my creativity," she choked out. The injustice of it all was a physical weight. She slammed her fist on the table, the action a small, desperate act. It felt like her whole world was being eroded.

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