The hum of the refrigerator felt deafening in the otherwise silent house. Emily stared at the wall, her gaze unfocused. She’d cleaned the entire kitchen twice already, a futile exercise in displacement. She had been on edge since getting the email from her brother, Alex. His daughter, Chloe, had been drawing the same creature. A shaggy, four-legged thing with bright, inquisitive eyes.

She had to do something, anything. She needed to move, to occupy her mind. She found herself at the door, her hand already reaching for her keys. She decided to go for a run. The cool night air felt like a balm on her skin.

She ran, forcing her legs to move faster, trying to outrun the thoughts that chased her. The creature.

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