A tremor ran through David’s hands as he tried to unlock his locker. The metal was cold, the key wouldn't turn, and frustration flared. The announcement, delivered during his history lecture, had been a bombshell. The future he’d envisioned – graduation, a job in his chosen field – felt like sand slipping through his fingers.

He finally wrenched the door open and grabbed his textbook, but his mind wasn't on the Roman Empire. Every thought bounced around in his skull, frantic and fractured. He felt the weight of the book, a physical burden, as he started to walk, his shoulders hunched, trying to navigate the chaotic hallways. He could taste bile in the back of his throat.

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