The flickering candlelight cast long, dancing shadows across the bedroom walls. Leo’s hands were trembling as he held the worn photograph. It was of Clara, taken years ago, laughing, vibrant. He thought he knew everything about her. He now found that not to be true. He picked it up. It had been in the back of her closet, tucked behind a box of old shoes.

He found the list after a quick, frantic search. The contents made him feel like he was wading through cold molasses. He read the first entry: "Go to Burning Man." She'd always hated crowds.

“Learn to play the piano.” “Volunteer abroad.” “Write a book.” He felt a tightening in his throat. He’d seen a side of Clara he never knew. The photograph felt colder in his grasp. The door creaked open.

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