He checked his phone for the tenth time in as many minutes, willing a distraction to magically appear. Nothing. The anticipation had been building all day, a pressure cooker about to explode. He tugged at his collar, the fabric suddenly feeling constricting.

The speeches were finally winding down, and the emcee started with a summary of the upcoming speakers. He found himself unable to breathe comfortably, and started to scratch at his wrist, leaving red marks. When his name was called, the sound seemed far away.

He walked to the podium feeling disoriented, like he was floating. He hoped he could get through the next few minutes. He hoped his voice wouldn’t fail him completely.

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