The constant pressure in Ben's chest made it hard to breathe. He kept clenching and unclenching his fists, the skin of his palms raw. The neighbor’s dog barking, the distant hum of traffic - everything grated on his nerves. He felt a need to just... move.

He paced the confines of his backyard, kicking at the loose stones that littered the gravel path. He had a strange urge to dig, a compulsion he couldn't explain.

He found it buried near the old oak tree. A tin can, its paint peeling. He reached for it, and his hands trembled.

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