Its neighbors are Sweden in the west , Norway in the north , Russia in the east and Estonia in the south , beyond the sea called Gulf of Finland . It is bordered by Sweden in the west , Norway in the north and Russia in the east , while Estonia lies to its south across the Gulf of Finland .