Question: do you get a notification when someone likes your tweet?
Answer: If you like a Tweet, the Tweet owner will get a notification for it and the notification doesn't leave their mentions even if you unlike it. ... However the Tweet can't be seen in your “likes” section on your Profile so there's no need to worry about other people seeing a random tweet you just liked on your profile.