A cold sweat slicked down Sarah’s back. The grade, a jarring C-, glared back at her from the screen. She blinked, scrolling back through the email, hoping the numbers would magically change. Her vision felt constricted, everything focusing inwards. She felt a sudden urge to jump up and run, to escape the confines of her tiny dorm room. The silence of the room was too loud, a constant hum that vibrated in her teeth. She found herself picking at a loose thread on her blanket, pulling and pulling, as if it would somehow unravel the knot in her stomach.

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