The voicemail. Sarah found it when she was checking her messages. A man’s voice, low, husky, saying he missed her. He had called repeatedly and deleted the messages. She stared at the phone, her hands trembling so badly she could barely hold it.

She marched into the living room, where he was pretending to read the newspaper. He looked up, a placid smile on his face, and gestured her to the sofa. She wanted to slap the newspaper out of his hands, to scream and tear him apart.

Instead, she stood there, her legs feeling like lead. A knot formed in her stomach, a physical representation of the betrayal that had just slammed into her.

"Who is he?" she asked, her voice quiet, controlled, but each word was a carefully aimed weapon.

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