The flickering neon sign of the all-night diner cast a sickly yellow glow on Liam’s face. He kept checking his phone, each glance a frantic stab at the screen. Sweat beaded on his forehead, and he rubbed his palms against his jeans. He hadn't slept in two days, not properly.

He’d recognized the profile picture instantly. Sarah. The online friend he’d confessed everything to, the one who’d listened to his anxieties for months. Now, she was apparently sitting two booths away, sipping coffee, her back to him.

Liam’s chest tightened. He almost choked on the lukewarm water he was trying to swallow. He took a long, shaky breath and forced himself to focus on the chipped Formica tabletop.

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