The first day of the remodel, and the change was already creeping in. Sarah felt it in her bones. She couldn't sleep. The constant noise was a steady drumbeat, an assault on her senses. She spent the morning wandering her apartment, a prisoner in her own space. She stopped answering the phone.

The ringing of the doorbell made her jump. It was just a delivery. She had to take a few deep breaths to calm down. Outside, the world was a cacophony of drills and hammers. The air smelled of sawdust and something else, something acrid that made her throat close. She wanted to scream.

Emotion: on edge

Cluster: Fear / Anxiety
PC1 (Valence): -1.77 Negative
PC2 (Disposition): -0.35

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😖0.228
😣0.224
worse0.223
urges0.216
느껴0.214
Suppressed:
de-0.514
la-0.391
a-0.366
B-0.332
L-0.283