Sunlight sliced across Clara's kitchen, illuminating dust motes dancing in the air. She scrubbed at the already spotless counter, the same movement over and over, as if she could erase some unseen grime. The neighbor’s beagle, Bartholomew, was already halfway across her yard, sniffing at the bird feeder.

"Oh, for crying out loud," she huffed, pushing the dishcloth down and leaving it in a damp heap. She checked the clock. 3:17 p.m. Another afternoon stretching before her, vast and empty. She needed to *go*.

Clara found herself pacing, she felt trapped, and the thought of another quiet evening alone sent a shiver down her spine. The dishes could wait. She grabbed her keys.

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