“Hey, good morning!” Mr. Davies’ voice, jovial as always, caught him off guard in the hallway. He mumbled a greeting, his throat suddenly dry. The follow request from his art teacher the night before had cast a pall over the entire day. He tried to act normal, to project an air of nonchalance, but his movements felt stiff, unnatural. He kept catching Mr. Davies’ eye, and each glance made his skin prickle with an uncomfortable sensation. He felt as though he were walking on eggshells.

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