Maya drummed her fingers against the countertop, the rhythm echoing the frantic beat in her chest. The invitation to Liam’s pool party felt like a weight in her pocket. Sunlight streamed through the kitchen window, illuminating dust motes dancing in the air, a movement she found herself intensely focused on. She'd chosen her own birthday, a whole month ago, a quiet evening at home with a few close friends. Now, the clash loomed, a chaotic wave threatening to overwhelm her carefully constructed plans.

She picked up a chipped mug, stared at it, and then put it back down, the action completely devoid of purpose. The silence of the house seemed to press in on her. She needed to *do* something, anything, to break the hold of this strange, unsettled feeling. Maybe rearranging the books on the shelves would help.

The phone buzzed on the counter. It was a group text from Liam: "Pool party hype! Are you guys in?" Maya considered ignoring it. She grabbed the keys, her mind already racing.

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