He’d avoided the attic for weeks. Now, with the afternoon sun slanting across the dusty floorboards, he felt a prickling heat under his skin. He told himself it was just the heat, but his heart hammered against his ribs. He ran a hand across the back of his neck, trying to soothe the tension there.

The previous owners, the Millers, had been…eccentric. He'd heard whispers from the neighbors. Now, he crouched beside a stack of old photo albums. The musty scent of aged paper filled his nostrils, making him want to cough.

He flipped through the brittle pages, the faces of strangers staring back at him. A feeling of unease began to creep over him. He started breathing rapidly. A photograph of a masked figure, smiling at the camera, made him abruptly close the album. He clutched it to his chest, wanting to flee.

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