The antique oak dresser in the guest bedroom loomed large, a dark monolith against the pale yellow walls. Sarah ran a finger along its polished surface, a nervous tick she’d developed over the past few weeks. Liam was supposed to be back from his business trip by now. Where was he? She shouldn’t be checking his things, she knew that, but the uncertainty was like a splinter under her skin. She pulled open the bottom drawer, her pulse quickening.

Inside, nestled amongst neatly folded sweaters, was a small, leather-bound notebook. Her stomach lurched. She picked it up, her hands clammy. This was ridiculous. She didn't want to do this. But the little book practically vibrated with a hidden tension.

She flipped it open. The first page was headed, "Bucket List." Her breath hitched. The words blurred slightly as she scanned the first item: "Learn to play the guitar." Liam had never mentioned wanting to learn the guitar. She swallowed hard, turning the page.

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