The phone felt slick with sweat in Emily's trembling hand. The images. The comments. The likes. All of it. Her daughter, Maya, the sweet, shy girl who blushed easily, was a different person online. She felt a hot flush creep up her neck, her cheeks burning. A tremor ran through her arms.

She slammed the phone down on the kitchen table, the screen facing down. The silence of the house magnified the ringing in her ears. She pulled a chair back, its legs scraping across the tile. Her daughter. Her daughter, hiding this.

"Maya!" she called, her voice strained, a near whisper. "I need you to come downstairs."

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