The flickering fluorescent lights of the office seemed to pulse in time with Amelia's racing pulse. She kept fiddling with the stapler, clicking it open and shut, open and shut, as if trying to find a rhythm that would settle her nerves. It was the afternoon before her birthday, and the anticipation was a tight knot in her stomach. Every email notification sent a jolt of anxiety through her. She was expecting a message, a confirmation, anything.

Her phone finally chimed. She snatched it up, fingers clumsy. It wasn't the message she craved. It was a group text about the office potluck. Amelia sighed, the air hissing out of her mouth. The knot tightened further.

She grabbed her purse and practically bolted for the door. Outside, the world was too bright, too loud.

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