The music was too loud, the laughter too boisterous. She felt a tremor in her hands as she reached for her water glass, spilling a few drops. The room was spinning, and she gripped the tablecloth tightly, a desperate attempt to stay grounded.

She avoided making eye contact with anyone, afraid her nervousness would give her away. She could practically feel her heart thudding against her ribs, a frantic drumbeat against the silence. She wished she had never agreed to do this.

When her name was called, it felt like an eternity. She took a step towards the stage, her legs numb. She tried to smile, but it felt more like a grimace. This was going to be a disaster.

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