The movie "Falling in Love" 1984

While shopping for Christmas, Frank and Molly run into each other. This brief encounter will start to change their lives, when they recognize each other months later on the train home and have a good time together. Although both are married and Frank has two little kids, they meet more and more often, their friendship becoming the most precious thing in their lives.