The digital glow of the laptop screen cast elongated shadows across Chloe’s bedroom. Her fingers tapped a nervous rhythm on the desk as she stared at the friend request. Jason Riley. She hadn't thought about him in years. The way he made her feel, back then, made her want to retreat and disappear.

She spun in her chair. The room felt too small, too confining. A sudden surge of energy propelled her to her feet. She pulled on her coat and boots, ignoring the late hour.

Outside, the streetlights painted a hazy glow on the empty sidewalks. She began to walk, her pace quickening with each block. She needed to be moving, needed to outrun the sudden unease.

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