The critic's venomous words felt like a physical blow. Elena reread the sentence, "A culinary wasteland masquerading as fine dining," over and over, each repetition a fresh sting. Her stomach churned.

She flung the magazine across the small, cluttered apartment. It skidded across the floor, landing near the scattered sketches of her upcoming menu. The vibrant colors of the illustrations seemed to mock her.

She paced the small space, the wooden floorboards creaking under her hurried steps. Her hands clenched and unclenched. She wanted to shatter something, anything.

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