The world felt distorted, blurry around the edges. Every sound, every sensation, was amplified. Sunlight burned his eyes. The incessant chatter of the other patients in the waiting room was like nails on a chalkboard. He felt a throbbing ache in his temples, a pressure behind his eyes. He fought the urge to bolt, to escape the suffocating atmosphere.

He was waiting for his name to be called when he noticed a woman across the room. She was practically vibrating with tension. Her breath came in short, shallow gasps. She was twisting her hands until her knuckles were white.

Suddenly, she let out a loud and angry sigh. "This is a farce," she said, her voice strained. "A complete, utter farce."

He met her gaze, a shared understanding flickering between them. "Tell me about it," he replied.

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