Rain hammered against the attic window as Amelia paced the dusty floorboards. The air was thick, stale with forgotten things. Every few steps, she’d run a hand through her tangled hair, a nervous habit that had plagued her since childhood. Sunlight rarely touched this space, and the gloom pressed in, a suffocating weight. She’d been up here for hours, sifting through boxes of her grandmother’s things, searching for – she wasn't quite sure what. A sense of unease, a jittery energy, vibrated through her. Then, a slim envelope, tucked inside a chipped porcelain doll's box, caught her eye. It bore her name, written in a familiar, shaky hand.

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