The clock on the microwave glared at Sarah, mocking her with its unchanging numbers. 2:17 AM. Sleep eluded her, a frustrating game of hide-and-seek. She tossed and turned in bed, the sheets twisted around her legs. Her mind, usually a quiet lake, was now a churning storm.

A rhythmic scratching echoed from the living room, a sound that usually lulled her to sleep. Now it was the pet idea. She wanted a pet. She wanted a distraction from the constant thought of her career. She needed something to care for, something to give her a sense of purpose.

She was already sketching ideas in her head. She looked at the door. Her roommate, Emily, would never agree, but Sarah's resolve solidified. She'd been on the fence. Now, she wanted a fluffy, small, companion.

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