Yes. You are being paranoid.
There is no Fcetime icon on any iphone. You turn it on in settings. Select a contact and scroll down to the facetime button in order to make a facetime call.
You cannot delete or add the app store.
It was likely on another page, in a folder or you have restrictions set.
Don't know what "can't download anything " means.