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yup, you just missed all of them, they are pretty hidden so don't feel bad about it. 

I played through the game again, trying to find everything, still didn't find even a single child. (I just noticed a white doll thing once, but that was unreachable). Are you sure that this sidequest is actually doable? I'm going to need some kind of guide on how to find them. Feels like there is some mechanic that I'm not aware of that I have to use to get to them

They are hidden in super secret areas behind fake walls. 

Thanks, with this I was able to find 4 of them, well guess I'll just have to replay it multiple times to find them all. Good game!

Just a little thing, the jump height feels too high, maybe you can try lowering it a bit if it doesn't affect the intended jumps

(+1)

you can control it on your own :) the height of your jump depends on how long you hold the jump button. The lowest height you can jump is only tiles which is slightly above the height of the player character. ;)