A cold sweat slicked her palms as she stared at the email. The subject line, “Your Test Results,” had seemed innocuous enough. But the contents… They were a nightmare. Her test results, detailing a completely different patient's medical history. The wrong blood type, a different allergy profile, even a completely alien history of medications. She felt her face burn with a sudden, searing heat. Her breath caught in her throat. She gripped the mouse so tightly her knuckles went white. How could this happen? This wasn't just a simple mistake; it was a violation.

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