The apartment felt too small, the walls closing in on Sarah. She'd been staring at her phone for hours, the image of her niece's drawing burned into her retina. The drawings. A tall, smiling, figure, always in the background. She felt a burning need to check on her niece, even though it was late.

She was surprised to find her brother already there, in her niece's room. He stood in the doorway, staring at the drawings. He looked as disturbed as she felt.

"I need to know," he said, his voice barely a whisper.

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