The city noise grated on Arthur's nerves. He found himself avoiding his usual haunts, the cafe where he'd spend hours reading, the park where he'd walk, the pub where he'd drink. Everything felt stale, suffocating. He craved space, air, something *different*.

He felt a pull towards the library. He spent hours there. He found a book; the pages were crisp and clean. He looked at the cover. It contained his name. The words jumped off the page, a complete strangers account of his life. He slammed the book shut, his hands shaking. He left without taking a breath.

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