He picked at the skin around his fingernails, a habit he'd developed in the past few weeks. The tension coiled in his stomach, a physical manifestation of the uncertainty that had invaded his life. He felt an intense need to move, to be anywhere but where he was. The memory of the phone calls was always with him, whispering in the quiet spaces. He ran his hand across the table, the surface cool beneath his palm.

He grabbed his keys. He didn't know where he was going, but he had to get out of the house. Now. He let out a breath. He started walking.

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