The fluorescent lights of the garage buzzed, a high-pitched whine that grated on Ethan’s nerves. He hadn't wanted to do this. His aunt's house. Emptying it. He'd found a trunk. "Ethan's school years," the label read. His name. His childhood.

He flipped open the lid. Inside, a neatly organized collection of his academic life. He pulled out a drawing from first grade, a crude depiction of a dinosaur. A wave of nausea rolled over him. He hated that drawing. He hated the dinosaur.

He dropped the drawing. The room felt suddenly small, suffocating. He needed out. He backed away, his breath coming in shallow gasps. He wanted to scream.

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