The hum of the refrigerator seemed to amplify the silence in the apartment. James stood in the doorway, staring at the manuscript, which sat innocently on the kitchen table. He was paralyzed with a sensation of dread, a cold grip around his chest.

He took a shaky breath, then another. He rubbed his hands across his face, trying to clear his thoughts. He pictured a confrontation with Alex, his partner, and his gut twisted. He imagined Alex explaining the book with excuses and justifications.

He turned and walked back to the living room, grabbing his jacket. He needed to be somewhere else, anywhere else. He wasn't even sure if he was going to come back.

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
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256