Attractive men how did it turn out when you approached someone you thought they liked you?

There are few women in gym/office I suspect may like me, with all the stares and body language.

As much as I know the women will make zero effort in actually reaching out than just giving out signals, I will have to step up.

I want to take that step.

Men and women please help out.