He’d meticulously swept the patio, again. The small stones were perfectly aligned, the furniture meticulously arranged. The sun beat down, making his skin prickle. He felt a need for control, a desperate desire to keep things in order.

A shadow fell across the patio. It was Ms. Chen, smiling and holding a packet of seeds. Her cheerfulness grated on him. He instinctively stiffened.

"Hello! I was thinking… a little patch of wildflowers would be lovely, right? I was hoping… perhaps near the fence?" He felt a coldness spread through him. The meticulously kept patio suddenly felt too small, too enclosed.

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