The doctor's waiting room felt stifling. Sweat beaded on Mark's forehead. His breathing was shallow and rapid. He stared at the book in his hands, each page a fresh outrage. The author, a supposed friend, had woven a narrative of his life, sanitizing his struggles, exploiting his vulnerabilities.

He wanted to throw up. He wanted to scream. The air felt thick, heavy, unbreathable. He stood up abruptly, knocking over a magazine rack. The waiting patients watched him with a mixture of curiosity and apprehension.

"I need some air," he choked out, his voice a strained whisper. He pushed past them, needing to escape the suffocating confines.

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