He kept adjusting his collar, a nervous habit he’d developed recently. The persistent humming of the power tools amplified the internal thrumming inside him. Each swing of the hammer sent a jolt of anxiety.

Frank stared, unblinking, at the construction workers. He had tried to be friendly when they first arrived, but his attempts had felt clumsy and forced. He had never been good at small talk.

He backed away, bumping into a garbage can, scattering its contents across the lawn. He wanted to disappear.

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:
πŸ˜–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