Once the post has been sent to the trash it will stay there till you don’t delete it permanently. You can also restore the post from the trash. To delete it permanently click on the Trash button you see in the Blog -> All Posts wizard. You can multi-select the posts to delete or delete a post singly or just empty the trash as well. Refer to the following screenshot on how to do so :