The afternoon sun cast long shadows across the living room, but all Leo could see was the rectangular bulk of the delivered package. It was meant for "Seraphina Moreau," the woman who’d lived in his apartment before him. She'd been a bit of a recluse, Leo recalled. He hoped she wasn't still expecting mail.

He avoided looking at it, but the pressure in his chest grew with each passing minute. He was supposed to be working, but he couldn't concentrate. He was supposed to go for a run, but his legs felt like lead.

His fingers slowly reached for the box. He turned it over in his hands, examining it from every angle. His jaw was clenched so hard he felt his molars grinding against each other. He took a deep breath. Just get rid of it. That’s all.

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