“This place is a mausoleum,” Maya muttered, pacing the length of the kitchen. The silence was deafening, amplified by the echo of her own footsteps on the newly installed tile. She just couldn’t sit still, her legs itching with a peculiar energy.

She had spent all morning arranging flowers in vases, only to become dissatisfied with each arrangement. She threw herself into opening the kitchen cabinets, slamming the doors shut as she searched for a place to put things.

She went to the basement, where she’d found a storage room. She yanked at one of the old wooden shelves. It shifted, the back panel moving slightly. She felt a surge of adrenaline as she pried it away, and a small, narrow door was visible behind the shelving.

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