The publication announcement was everywhere. Newspapers, social media, the grocery store checkout lane. “The Remarkable Journey of Silas Blackwood.” He hadn't known this person writing the book, and he certainly hadn't asked them. He felt a constriction in his chest, a tightness he couldn't quite name.

He closed his eyes, and when he opened them, the world looked different, filtered, distorted. Every person he passed on the street seemed to be staring at him, judging him. He grabbed a bottle of water and took a long, desperate swig, then he flung the bottle into the trash.

He found himself walking, fast, heading nowhere. The sun was hot on his face. He felt like his skin was crawling. He kept walking, the feeling growing with every step, and with a muttered curse, he spun around and started walking in the opposite direction.

Emotion: disgusted

Cluster: Anger / Hostility
PC1 (Valence): -2.35 Negative
PC2 (Disposition): 0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.476
S0.350
🤮0.326
vom0.310
vom0.300
Suppressed:
de-0.521
own-0.356
la-0.301
Благо-0.278
unwavering-0.270