The attic air hung thick and dusty, catching in Leo’s throat. He tugged at his collar, the fabric suddenly feeling constricting. Each footstep on the warped wooden floorboards creaked like a protest. He hadn't expected to find anything. Just some forgotten furniture, moth-eaten clothes, maybe a box of Christmas decorations. Then, there it was: a metal trunk, tucked away in the darkest corner. Curiosity, a dangerous thing, had led him here.

He wrestled the lid open. Inside, neatly stacked, were files. Labeled, in his mother’s precise handwriting: “Leo – Kindergarten,” “Leo – First Grade,” “Leo – Second Grade.” He ran a finger across the crisp, manila folders. A tremor ran through him. He hadn’t thought about school in years.

He pulled out a folder. Kindergarten. Inside, a crayon drawing of a lopsided house. He remembered making it. A wave of heat washed over him, a pressure behind his eyes. He quickly shut the folder, the click of the latch echoing in the silence. He needed to get out of there. Now.

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