Sweat beaded on Marco's forehead as he hammered the final nail into the birdhouse. He stepped back, considering the lines. Perfect. For years, woodworking had been his solace, the rhythmic rasp of the plane, the precision of the cuts calming his mind. Today, though, the wood seemed to resist him, each grain mocking his efforts. A throbbing ache pulsed behind his eyes. He heard a squeak from the shed. His daughter, Sofia, was already in there, meticulously sanding a piece of pine, humming the same tune Marco always did. He watched her, and the feeling that had been creeping up his neck evaporated.

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