I get that feeling too on Facebook (I don't "like" bad news). But this is HN.
I remember being really surprised until I was pointed out that you don't want to "like" some of the news.
https://developers.facebook.com/docs/reference/plugins/like/
"Tornadoes destroy trailer parks, strip malls in Texas" - Recommended by 241 people