The antique bookstore smelled of aged paper and forgotten things, a familiar comfort to Elara. She’d been wandering the aisles for hours, pushing aside the persistent thrum of unease that had lately settled over her. Each book she picked up, she’d heft it and examine its cover, but nothing seemed to capture her attention for more than a few moments. Finally, she selected a volume of poetry – a slim, unassuming thing bound in faded blue cloth. As she paid the proprietor, a kindly man with spectacles perched on his nose, a piece of folded parchment slipped out.

It was a letter, penned in elegant script. Elara hesitated, then tucked it into her pocket, that feeling bubbling again. The poetry wasn't calling to her. Instead, the letter’s mystery was starting to. She hurried home, the city’s concrete canyons and teeming crowds blurring into a background hum.

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