Must I pray Fajr if I find a sign of purity an hour after sunrise, knowing that I was too lazy to check myself before Fajr?

You were obligated to check for purity at Fajr prayer time, and you fell short and sinned, and you must repent. The Dawn (Fajr) prayer is waived for you if you did not confirm your purity until after sunrise.