He surveyed his new desk, a blank canvas of potential and…disaster. He picked up the stapler, ran his finger across the cool metal, then put it back down. He felt a throbbing ache behind his eyes.

The team was friendly, welcoming. But their easy camaraderie only underscored his isolation. He didn’t know how to fit in. He felt a constant low hum of anxiety.

He stared out the window, at the distant city skyline, a landscape of unfamiliarity. He felt a tightening in his throat. He wished he could go back.

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