The workshop, with its scent of sawdust and fresh-cut wood, no longer felt like a refuge. Daniel ran a hand across his forehead, feeling a bead of sweat trickle down his temple. His meticulously crafted wooden sculptures were gathering dust. His son, Sam, had taken over the space.

Sam, armed with a miniature chainsaw, was attempting to replicate his father's work with alarming speed and a disregard for craftsmanship. The air was thick with flying woodchips and the high-pitched whine of power tools. Daniel’s stomach churned.

"Dad, watch this!" Sam shouted, revving the tiny saw. Daniel flinched, his eyes darting around the space, searching for an escape route. He had to get out.

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