Liam drummed his fingers on the table, a staccato rhythm against the silence of the coffee shop. The notification on his phone buzzed, promising elation. It was the email he'd been waiting for, the one confirming the publication of his review. He’d poured his heart into it. Opening the link, his blood turned to ice. "By Seraphina Cole."

He felt the muscles in his jaw clench, his teeth grinding. His breath hitched in his chest. His meticulous work, his careful phrasing, his passionate analysis – all rendered invisible, attributed to a stranger. He stood abruptly, knocking his chair back with a loud clatter. The other patrons glanced his way, but he barely registered their gazes.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256