The concert hall buzzed with an energy that felt poisonous to Clara. She hated crowds, but she had promised. Her skin prickled, and her breath came in shallow, rapid gasps. The loud music vibrated through her, a physical manifestation of her mounting unease. The low thrum of the bass was making her dizzy.

A man, standing near the back, was doing the same thing as her, tapping his foot and avoiding eye contact. He flinched at a sudden spotlight and stumbled back. He looked like he was about to bolt.

“Too much, huh?” she heard him mutter under his breath. He looked around with a nervous urgency.

“Yeah,” she answered. "Definitely." She found herself clenching and unclenching her fists.

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