He’d arrived early, hoping to snag the antique record player he’d been coveting. Now, Liam stood rigidly, his jaw locked, in the middle of a lawn overflowing with discarded treasures. The sun beat down, turning the air thick and heavy. He kept adjusting his position, shifting his weight from one foot to the other as though he was a caged animal. His gaze was darting, scanning the crowds. He found himself drawn to a small, stuffed bear propped up on a folding table. The bear's fur was matted, its one remaining eye slightly askew. Liam’s chest felt tight, constricted. He wanted to go, to run away. He needed to get away from the clamor.

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