The sunlight seemed to pierce Leo’s skin like needles. He avoided eye contact with anyone as he crossed the campus quad. Inside the dorm room, the air hummed with a tension he couldn't name. He slammed the door, the sound echoing around the small space.

His roommate, Ben, was sitting on the floor, surrounded by textbooks. Leo's journal sat innocently on the bed, closed. Leo’s chest was tight, his breathing shallow.

“Anything interesting?” he blurted out, the words escaping before he could stop them. He regretted it instantly.

Ben looked up, a flicker of surprise in his eyes. He said nothing, but a slow grin spread across his face. Leo felt his face flush. He needed to be alone.

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