Sarah kept fiddling with the frayed hem of her jacket, a nervous habit that had intensified recently. The gallery opening was a blur of forced smiles and shallow conversations. Her stolen photographs, now blown up and framed, loomed over the room. Each click of a camera felt like a hammer blow against her chest. She had never wanted this.

A man in a tweed jacket leaned in close to examine a particularly vulnerable portrait. He was muttering something about capturing “authentic emotion.” She wanted to scream at him to stop looking, to leave it alone. The air felt thick, heavy, suffocating. She couldn't breathe properly. Her palms were slick with perspiration.

She wanted to call her lawyer.

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