As a guy, I saw it as a guy thing too. I agree with Psy. I know it's okay, and I can casually tell guys I love them. But in a big serious speech? No way, man, that's awkward and weird. It's not wrong or bad but definitely still awkward and weird to do.

Get a drink in me and I'm all good though!