The knot in Liam's stomach tightened as he unlocked the door. He’d left his journal on the desk, open to a particularly vulnerable entry. His roommate, Mark, was sprawled across his bed, headphones on, seemingly oblivious. Liam cleared his throat.

“Hey,” Liam said, trying to sound casual. Mark didn't react.

Liam dropped his backpack with a thump. He walked to the desk, pretending to examine a textbook. His fingers brushed the cover of his journal. It was closed now. He couldn't meet Mark's eyes.

He picked up a pen and started doodling furiously in the margin. The silence stretched, each tick of the clock amplifying his unease. He felt as if someone was breathing down his neck.

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