The constant drone of the television grated on Leo’s nerves. He switched channels again, then again, finally shutting it off altogether. The sudden quiet felt even more oppressive. He ran a hand over his face, feeling the stubble of his beard. He needed to get out, he thought. To do something, anything to distract him.

He heard a giggle from the bedroom, followed by a series of unintelligible sounds. His pace quickened as he walked to the door.

He flung it open, and there was Ava, sitting up in bed, speaking into her phone. A smile broke across his face as he realized what she was doing. Spanish. She was learning Spanish.

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