The hum of the computer was a physical weight on Liam. He was jumping from task to task at his job, feeling a disquiet he couldn't name. He was unable to concentrate. He spent hours staring out the window. Everything felt wrong.

He got home to a parcel. Inside was a book. He opened it, his heart leaping into his throat. It was a biography of him. He felt exposed, stripped bare. His life, his most private moments, available for public consumption. His legs felt like lead, and he sank into a chair.

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