She found herself checking the lock twice before entering the dorm room. The air inside felt thick, stagnant, as if holding its breath. The image of her diary, lying exposed on the bedside table, was burned into her memory. Sarah chewed the inside of her cheek.

Her roommate, Chloe, was at her desk, studying. Sarah tried to act normal, but her movements felt jerky, her voice strained.

β€œHey,” she said, her voice thin. Chloe barely glanced up.

Sarah fumbled with her books, dropping one with a loud thud. The sound echoed in the room.

She wanted to scream, to lash out, but instead, she just busied herself reorganizing her bookshelf, a flurry of panicked activity.

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