The late afternoon sun cast long shadows across the dusty living room, but Eleanor couldn't bring herself to switch on a lamp. She’d already rearranged the furniture three times that day, a futile attempt to quell the energy fizzing just beneath her skin. The house felt too quiet, too still. She needed a project, something to occupy the swirling thoughts that kept her pacing. The attic, she decided. It had been years since she'd ventured up there.

A shiver went down her spine as she pulled down the creaky attic stairs. The air was thick with the scent of forgotten things and the weight of years. Cobwebs clung to everything. A cardboard box labeled "Miscellaneous" beckoned. Inside, she found a collection of old photographs, sepia-toned faces staring back at her. A jolt went through her, an odd, disconnected feeling as she examined them. She felt compelled to know these people.

She picked up a small, wooden music box. It was intricately carved and when she wound it, a delicate melody tinkled in the silence. It was a tune she didn't recognize, yet it felt familiar. A feeling she couldn't quite define came over her, and she suddenly had to sit down on an old trunk.

Emotion: restless

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.51 Negative
PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion restless. 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 restless stories, after denoising with neutral dialogue baselines, produces the restless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the restless vector is projected through the unembedding matrix.

Promoted:
own0.485
0.363
S0.333
tìm0.316
destination0.272
Suppressed:
B-0.421
заслу-0.297
টুকু-0.211
arada-0.204
background-0.202