I often can't see the eyes on my tubers - even after leaving them in the ground for a couple of weeks after cutting them back. You did the right thing in cutting them right at the stem. Sometimes I leave a tiny bit of the stem attached.
Go ahead and store them and I bet almost all of them will sprout in the spring.