He ripped the medical documents from the doctor’s hands, crumpling the pages in his fist. The crisp paper crackled and tore, a pathetic symbol of the utter breakdown in trust. The room, which only moments ago had seemed ordinary, now reeked of deception. The words on the page – another man’s medical history, his illnesses, his treatments – swam before his eyes. A wave of bitterness washed over him. He felt betrayed by the system, by the people he had entrusted with his care. The anger churned within him, a dark, consuming force.

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