The silence of the library was almost unbearable. Michael sat at the table, the magazine open in front of him. The words blurred before his eyes. It wasn't just anger, he felt a deeper, hollow ache. He felt disconnected, adrift. His hand clenched into a fist. He felt this strange weight on his chest.

He abruptly closed the magazine. He had to do something. He stood and walked purposefully towards the exit. The city beckoned. He needed to lose himself in the crowd, to forget, even for a moment. He walked on quickly and steadily.

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