The sterile smell of antiseptic suddenly became nauseating. Sarah stared at the screen, the medical history of another person staring back at her. Her fingers trembled as she pointed at the glaring errors. How? How could this be?

Her vision blurred, and a headache pounded behind her eyes. She wanted to scream. Instead, she took a shaky breath, then another, trying to regain control. The polite, sympathetic tone of the nurse grated on her ears.

She ripped the printout from the nurse's hand, crumpling it in her fist. "Where is the head of this department?" she hissed, the question a low growl in her throat. Her gaze flicked around the room, as if searching for someone to blame.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285