When it happens mutually then its the most wonderful feeling..
http://www3.pak.org/gupshup/smilies/blush.gif
I dare not to think how I would have felt had it been one sided? I probably would never have told him.
But in answer to your question - when friendships are no longer plutonic - It really depends on how Both people feel.