The weight of the wallet in his hand felt like a lead brick. His stomach churned. A cold wave washed over him. He was a good man, he told himself. A law-abiding citizen. So why did his heart beat a frantic tattoo against his ribs?

He remembered his eviction notice, his children’s hungry faces. His mind went into a frenzy. Was this a test? A joke? He didn't deserve this. Someone else with less need would surely make the "right" choice. He could not, he told himself.

He tossed it back onto the pavement, his hands trembling. He turned and started walking. The walk was fast, a desperate escape from the scene.

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