He walked the deserted streets, each step a reluctant advance. The streetlights cast long, distorted shadows, making the familiar surroundings seem alien.

He kept glancing over his shoulder, as if expecting someone. The collar of his jacket felt tight, constricting. His heart was hammering against his ribs, a frantic rhythm.

He finally reached the designated meeting place, a small park bench beneath a towering oak tree. He sat down, rigid, and waited. He could barely contain himself.

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