The moving boxes seemed to taunt Amelia from every corner of the vast, echoing living room. She felt a prickling heat under her skin, an inability to settle. She snatched a hammer from a forgotten box, the weight of it surprisingly comforting in her hand. Outside, the autumn wind howled, rattling the newly installed windowpanes.

She paced, her bare feet cold on the polished hardwood. She wasn't truly sure why she’d chosen this dilapidated old place, so far from the city. The realtor had called it "charming", a word that now felt like a cruel joke.

Driven by a sudden, inexplicable impulse, she ran her fingers along the ornate wainscoting in the hallway. A section felt different, subtly recessed. After a few tries, she found a hairline fracture. With a grunt, she pried at the panel, and it swung inward with a protesting creak.

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