The old house felt oppressive, the silence amplifying the thrumming in Sarah’s ears. She felt a buzzing energy that kept her constantly pacing between the living room and the kitchen. Her mother’s study, usually her sanctuary, felt different today. She’d stumbled upon a box of old papers during an afternoon of aimless wandering, and inside, a letter.

Her mother's voice, usually so calm and measured, seemed to crackle from the page. The letter, a draft of a resignation from her long-held teaching position, spoke of unfulfilled potential and a desire to travel. A wave of unexpected sympathy washed over Sarah.

She abruptly stopped her pacing. She pulled out a drawer and started emptying it of her things, books, papers, all mixed together in a jumble. She began shoving them into a bag. Suddenly, she needed to be *somewhere* else, anywhere.

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