Hi!
I had a similar situation a few months ago - adopted 2 semi-feral kittens from the shelter (a little older than yours), they hid under the sofa in the spare room for about 4 days, coming out to eat / use litter tray only when I was out or asleep.
The shelter advised me to buy some...