He’d been snapping at everyone all day. The dog, the kids, even the mailman. Everything felt like a slight, a personal attack. David ran a hand through his hair, the strands catching on his calloused fingers. Why had he decided to take this walk in the woods?

The sun dappled through the trees, creating shifting patterns on the forest floor. He kept scanning the perimeter, every snap of a twig setting him on alert.

He stumbled, catching himself on the thick trunk of an old oak. As he regained his balance, he noticed a small, metal container peeking out from the base of the tree. He crouched down, his breath hitching in his throat. This wasn’t right.

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