The air in the apartment felt stale, even with the window propped open. Clara had spent the morning cleaning, a frantic attempt to find some kind of order in the chaos of her thoughts. But the dust motes dancing in the sunlight only seemed to mock her efforts. The package, addressed to "Mrs. Eleanor Finch," sat on the kitchen table.

Clara traced the faded name with her finger. Eleanor Finch…she’d read the tenant’s file. Eccentric, the landlord had said. Clara picked up the box, her palms slick with sweat. A faint scent of lavender emanated from it. She wanted to throw it away but she found herself moving for a knife.

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