The news felt like a betrayal. John's face was a mask of cold fury. He clicked off the email, the screen black like a tomb. His jaw was so tight he could feel the muscles strain.

He sat for several minutes, paralyzed by the information. He felt a throbbing sensation in his temples. He imagined walking into the office and confronting Robert, but quickly discarded that thought.

He leaned back in his chair, trying to compose himself. He needed a plan. This required some serious thought. He decided to leave work early, and went home to brood.

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