I found one that I really liked. So I clicked "I like it", but now it is gone! I would really like a way to go back, so I could actually download, or screensh

I found one that I really liked. So I clicked "I like it", but now it is gone! I would really like a way to go back, so I could actually download, or screenshot my favorite.