“Just breathe,” Emily muttered under her breath, her voice barely audible. She sat on the edge of the bed, the small notebook clutched in her trembling hands. The crisp cotton sheets felt like sandpaper against her skin. *See the pyramids.* The words swam before her eyes, blurring with the tears threatening to spill over.

She had to get out of the house. Had to do something, anything, to distract herself. The thought of all the things her mother hadn’t done was an oppressive weight. She rose, her legs shaky beneath her, and paced, back and forth, from the door to the window, the movement a frantic search for peace. *Ride a hot air balloon.* The thought brought a strange, tight feeling to her chest.

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