The waiting room's floral wallpaper seemed to be closing in around her. The air was thick, stale. Sarah fiddled with the strap of her bag, pulling it up, pushing it down, over and over. Her breath came in short, shallow gasps. She had known Liam for years. They’d dreamed of working together in this very department.

Each tick of the clock was a hammer blow against her patience. The man ahead of her was taking an eternity. He spoke at length, laughing at something the interviewer said. She fought the urge to roll her eyes, to shout at him to hurry up.

She glanced at the door, willing it to open. The thought of seeing Liam after the interview twisted in her gut. Regardless of the outcome, their friendship had been irrevocably altered. A cold dread seeped into her bones.

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