If you had a dream about shaking hands with someone you do not know: Some people may come to you with offers that you cannot refuse, there may be financial or official issues that need to be settled, or agreements to be made. Shaking hands with someone you do not know in your dream is a sign of new people who will enter your life and new friendships you will establish. It is also interpreted as a sincere person.