Maya chewed on the inside of her cheek, a habit she'd developed during moments of intense boredom. The antique clock in the hallway ticked with deliberate slowness, each second a tiny hammer blow against her already frayed nerves. She'd been cooped up in the house for days, ever since the solicitor had called. The reading of their grandmother’s will was tomorrow. She wandered through the grand, silent rooms, running her fingers along the dust-covered furniture. A feeling of…something…thrummed beneath her skin. This house was a prison, gilded, yes, but a prison nonetheless.

She opened the drawing-room door, the hinges protesting with a groan. The heavy velvet curtains were drawn, plunging the room into twilight. A sudden urge to escape clawed at her. She ripped the curtains open, letting sunlight flood the space. It illuminated a small, ornately carved wooden box nestled on the mantelpiece – a box that hadn’t been there the day before. Curiosity tugged at her.

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