The room seemed to shrink, closing in on him. He felt as though he couldn't get enough air. Every noise, every conversation, was magnified. He had thought he’d moved on. He'd even thought, perhaps, that she had too. He watched as she took her place with the bridal party.

The best man began his speech. The words seemed to drone on, a meaningless string of pleasantries that grated against his nerves. He found himself gripping the edge of the table, his knuckles bone-white. He felt the familiar ache in his jaw as he clenched his teeth.

He quickly stood up. He mumbled an apology to the people nearby and made his way to the door.

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:
πŸ˜–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