Its the big 40 amp fuse.
Same thing happened to me but while driving.
2 hours into a trip I wanted to adjust the lumbar support but didn't work and suddenly something started to smell like burnt wire, immediately pulled over and grabbed the fire extinguisher. I couldn't see any fire, smoke or burnt wires so started driving again almost hugging the fire extinguisher.
Anyhow, pulled over again at a gas station to check things over with better lighting and my windows didn't work, locks didn't work, seat adjustment didn't work, key fob didn't do anything. Pulled some diagrams from here and found that the 40 amp fuse puts power to the small fusebox. The big fuse was blown so since then I just disconnected my lumbar support motor and went to my local pick and pull to get like 50 random Toyota fuses and relays that you cant find in a gas station or Napa.