"Just looking for something to do," Sarah mumbled, pushing a stray strand of hair behind her ear. She was orbiting the kitchen island, unable to settle. A sudden surge of boredom, or maybe something else entirely, had taken hold. She grabbed the key to the guest room.

She’d never been allowed in here. The room's contents spoke volumes to the past. Among the antique furniture, a small box held a collection of photographs. In the pictures, her mother, a woman who had always been a bastion of practicality and reserve, was dressed in elaborate costumes, laughing with a group of boisterous friends.

One image showed her in a feather boa, holding a cigarette and looking mischievous. The caption read "Our debut." It wasn’t the story of her mother she knew, it felt off. An unsettling feeling washed over her, a prickling sensation that traveled down her spine.

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