The fluorescent lights of the accounting department hummed, a sound that always seemed to burrow its way into Mark's skull. He tapped his pen against the desk, a frantic rhythm accompanying the nervous flutter in his stomach. Today was the day. The transfer. He'd traded the comfortable predictability of spreadsheets for the unknown landscape of marketing. He glanced at the overflowing inbox, at the tidy but neglected desk plant. Everything was so…familiar. A shiver ran down his spine. He hated change.

The walk to the marketing department felt like an eternity. Each step was a commitment, a deliberate act pulling him away from the safe harbor he'd known for five years. He clutched the manilla folder containing his personnel file like a lifeline. He wasn't sure if he was ready.

He felt the familiar dryness in his mouth as he reached the door. It was time. He plastered a smile on his face, even though he felt his jaw muscles clench. He knocked.

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