The fluorescent lights of the office seemed to hum a discordant tune, amplifying the thrumming in Amelia’s temples. She stabbed at the keyboard, her fingers clumsy and hesitant. Across the room, David, her coworker, was humming a peppy tune as he organized files. She flinched, the sound grating on her nerves. Suddenly, he called out, “Hey Amelia, did you ever go to Camp Whispering Pines?” Amelia’s breath hitched. She swiveled in her chair, the squeak a sharp intrusion.

She forced a smile. “Um… maybe? Why do you ask?” The air around her felt suddenly thin, as if she was struggling to breathe.

David beamed. “I did! Best summers of my life! You wouldn't happen to have been in the archery group, would you?” Her stomach did a sickening flip. She kept the smile plastered on her face, willing it not to crack. “Archery? I… I think I remember the archery range.”

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