The crowded concert venue was a cacophony of sound and movement, but for Sarah, it was a blur. The music, usually an escape, only seemed to heighten her senses. She kept bumping into people as she made her way through the throng, her movements jerky and erratic. She was waiting for Jake. He'd promised to meet her before the show.

She had a bad feeling about this, a tight, twisting sensation in her stomach that wouldn’t go away. The longer she waited, the more frantic she became. She had a strong aversion to being late, which made the wait even more unbearable.

As the lights dimmed and the stage was bathed in spotlights, she spotted him. He was with another woman, her arm linked with his, laughing and pointing toward the stage. Sarah felt a wave of dizziness, and she felt like she was trapped in a dream.

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