The attic air hung thick and dusty, catching in Eleanor’s throat. She ran a hand over the spines of the books, the worn leather cool against her palm. Years of cataloging, of collecting first editions, now felt… heavy. She glanced at the half-finished inventory she'd started last week, the meticulous handwriting suddenly irritating. A familiar hum, a building pressure in her chest, urged her to move, to *do* something. Downstairs, she heard Leo’s excited shouts. He was at it again, engrossed in the comic book illustrations, recreating scenes with his action figures. Eleanor sighed, a smile tugging at the corners of her mouth. Maybe she’d join him.

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