Question: how to know if someone blocked me on tumblr?
Answer: If you block someone on tumblr, they cannot:
>See your blog or posts.
>Interact with your posts.
>Send you asks or messages.
>Follow you.
Since they won't be able to see your blog, if they try to look at your blog and can't, obviously they'll know you blocked them.