The air in the garage was thick with the scent of sawdust and anticipation. Liam was working on a small woodworking project, something to occupy his hands and distract his mind. His friend, Noah, was throwing a party. Their parties were on the same day.

He felt the familiar thrum of anxiety, a rapid pulse that echoed in his ears. He gripped the sandpaper with excessive force, his knuckles whitening. The contrast between his quiet hobby and Noah’s planned extravaganza made him feel inadequate, small.

He paused, running a hand through his hair. He kept imagining Noah’s party, the laughter, the music, the effortless joy. He felt an urge to apologize to Noah, though he was not sure what he was apologizing for. He took a deep, shuddering breath, trying to steady his nerves. He hated feeling like this.

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