The flickering candlelight cast dancing shadows across the room, doing little to soothe his mounting tension. He'd been trying to read to distract himself from the arguments with his wife, but tonight, the words on the page refused to register. His chest felt constricted, and a cold sweat trickled down his back.

He’d purchased a collection of Edgar Allan Poe stories from a second-hand store, and the book's pages yielded a letter. It was a handwritten note, the ink smudged in places, a sign of its age.

The sight of the letter caused a sharp intake of breath. He was struck with a sudden, overwhelming urge to crumple it, to erase the unknown. His fingers tightened around the worn cover of the book. The silence of the room was now a pressing weight on his shoulders, making his every thought more palpable.

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