The safe. She found the combination, a number that unlocked a secret she hadn't known existed. The metal door swung open, revealing neat stacks of cash and investment documents. Her husband, Thomas, had always been so careful, so frugal. It was all a complete fabrication.

Her face burned. The air in the room felt thick and suffocating. She felt a surge of adrenaline, her hands clenched into fists. She didn't trust her own voice; the words wouldn't come. She needed to leave, to get away from him, from this house, from the weight of his lie.

She closed the safe, and as she did, she knew she could no longer live this way. She was done. Her only thought was that she needed to escape. She walked out of the house, not even pausing to grab a coat.

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