He scrolled through the online banking records, each entry a stab of a knife. Her name, the account numbers, the growing balance. Sarah. His wife. His partner. He felt a cold numbness spread through him. The arguments, the sacrifices he thought they were both making – it had all been a performance.

He wanted to smash his computer. He wanted to scream. The world around him seemed to tilt. He felt a hollowness, a complete and utter emptiness. He sat still, motionless, trying to process it. The betrayal was like a physical blow.

He closed the laptop, a heavy weight settling in his chest. He stood up, his legs shaky. He walked towards the front door, his vision blurry with unshed tears. He needed to get away, to clear his head, to understand. He didn't know where he was going, but he knew he couldn't stay here.

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