The “like” button is essentially a stand-in for the large number of “+1” and “I agree with so-and-so” posts that we used to see back in the mailing-list days.
We want to reduce those posts, therefore we want the “like” button to serve an equivalent role. Since a “+1” comment includes the username, it follows that a “like” should as well.