ALONE with.
Suggests that YOU are ALONE with [person/persons].It means there are only YOU and the other PERSON/PERSONS,and nobody else.
When I'm alone with my girlfriend we kiss each other.
Jenny is alone with her boyfriend.
Tomorrow we're getting together with the family.
My girlfriend and I are going out together with our friends.
Some more sentences and information about use of together: