The familiar scent of the room – stale pizza and cheap cologne – was suddenly offensive. The open journal on the nightstand felt like a physical violation. He felt his heart hammering against his ribs, a frantic rhythm that mirrored the turmoil inside. His roommate, Ethan, was in the shower, the sound of the water a distant, irritating drone.

He wanted to run, to escape the suffocating confines of the room. But something held him rooted to the spot. He picked up the journal, his hands trembling. The pages felt soiled, tainted. He flipped through the familiar words, each one a fresh wave of disgust.

He dropped the journal onto the floor and kicked at it.

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