The humid air pressed in on Amelia as she weaved through the cluttered yard sale. Every movement felt like wading through molasses. A bead of sweat trickled down her temple, mirroring the nervous tremor in her fingers as she flipped through a box of dusty knick-knacks. The repetitive scratching sound of her nails against the chipped ceramic felt grating, amplified by the sudden silence of the chatty vendors nearby. Then she saw it: a familiar, threadbare shape nestled amongst a pile of chipped teacups. It was Barnaby, her childhood teddy bear, his button eyes staring blankly at the sky. A wave of nausea surged within her, quickly followed by a strange, overwhelming need to flee.

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