Question: when someone blocks you on tumblr?
Answer: When you block them, they will automatically unfollow you, and you will automatically unfollow them. They will not be able to send or receive private messages from you, although they can see previous messages you've exchanged. Visiting your blog will show no posts. They won't be allowed to interact with your posts.