Women prefer calm men to stressed ones.
Just approach her and let her know that you are going out for a drink/walk/whatever and ask if she would like to come along. Look like you dont give a sh1t, if she says a definative no, then move on.
We prefer confident and a bit cheeky, don't ask too soon cos it takes all the fun out of it, that's what I think anyway.