He stared at the screen, the news feed a garish spectacle of his stolen words. His breath came in shallow, rapid pants. A knot formed in his throat, making it difficult to swallow. The headline, "Groundbreaking Research Achieved!" screamed from the page. But the byline… it was not his.

He paced the confines of his small apartment, the worn rug under his feet offering no comfort. His hands trembled as he ran them through his hair. This couldn't be happening. He’d poured months of work into this project.

He pictured the smug smile of the professor who, he suspected, was behind this. The thought of confronting him sent a jolt of anxiety through him, a feeling like ice water had been poured down his back. He reached for his phone, his fingers fumbling with the keys.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293