The late afternoon sun cast long shadows across the living room as Eleanor paced, the Persian rug feeling oddly uneven beneath her feet. She flicked through channels on the television, stopping on a nature documentary about the mating rituals of exotic birds. Bored, she grabbed the remote and switched it off, the silence amplifying the hum in her ears. Her daughter, Chloe, was supposed to be at the library.

She wandered into Chloe's room, a place she rarely invaded. The scent of lavender from the diffuser was strong, almost suffocating. Her eyes landed on Chloe's laptop, open on the desk, a tab labeled “BakingBliss4U” staring back at her. The profile picture was a cupcake, but the name was unfamiliar. A strange prickle of unease settled in Eleanor's stomach.

Carefully, she reached for the mouse and clicked.

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