The weight of it, the sheer audacity of it all, was crushing her. She had meticulously planned every detail of the evening. The romantic restaurant. The shared dessert. The whispered promises. Now, standing here, watching him kiss another woman, all her plans dissolved into a bitter, acrid taste in her mouth.

She felt a wave of dizziness, and she felt like she might throw up. She wanted to hurt him, to scream, to make him feel even a fraction of the agony she was experiencing. She closed her eyes for a moment, and when she opened them, the scene remained, a permanent scar on her memory.

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