The afternoon sun blazed, a relentless eye watching him. He kept wiping his brow, even though he knew it wasn’t the heat. David kept finding himself staring at the gap between his house and the construction site.

He tried to distract himself by cleaning his already spotless car, running the rag over the metal, the motion too fast, too frenetic. Each time he wiped down the window, he saw his reflection—a stranger in his own yard.

He wanted to scream, to lash out at someone. He took a deep breath, and he forced himself to go inside, slamming the door behind him.

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