From the moment she woke, Liam had been out of sync. He'd gone through his morning routine with a mechanical precision, but his focus was scattered, his thoughts skittering away like elusive fish. He'd considered the park, the gym, even a visit to his grandmother's, but none of it seemed right. He found himself drawn to the used bookstore downtown, the familiar scent of old paper beckoning him.

He was drawn to a worn copy of "Moby Dick." As he flipped through the pages, a small, thin envelope slipped out, addressed in a delicate, unfamiliar hand. Inside, a pressed wildflower. He held it up to the light, a strange curiosity filling him. The day suddenly felt full of possibility.

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