You can read the announcement HERE.
I've honestly been wanting this for a long time, because we've all run into that problem where you want to respond to a post, but don't know what to say, but want to show your appreciation. Now it's very easy. Just Heart the post. :)
Hopefully this won't keep people from actually leaving comments though. I know I'll still leave comments when I know what to say.