The world had narrowed, become a series of sharp edges and potential dangers. She was always on guard, expecting something, anything, to go wrong. Every simple chore felt like a perilous undertaking.

The sound of his neighbor's truck pulling up. Then, the rapping on the glass of her front door. It was John. About the elm.

“It’s too close to the house,” he said, his tone dismissive. “Gotta go.”

She felt an overwhelming sense of helplessness. Her hands were clammy. She looked at the tree, her gaze darting, feeling her chest constrict. She just nodded, unable to meet his eyes.

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