One vertex per element, one color per generator, with an edge from x to x·s.
(1,2,3,4)(5,6,10,9)(7,11,8,12)(13,14)(15,19)(16,18)(17,20)(22,26)(24,31)(27,32)(30,35)(6,9)(11,12)(13,14,16,18)(15,17,20,19)(22,26)(23,29)(28,33)(30,35)(5,7,10,8)(6,11,9,12)(13,14)(15,17)(16,18)(19,20)(21,22)(23,27)(24,28)(25,26)(29,32)(30,34)(31,33)(35,36)(1,2)(3,4)(5,8,10,7)(6,11,9,12)(13,15,16,20)(14,17,18,19)(21,23)(22,27)(24,30)(25,29)(26,32)(28,34)(31,35)(33,36)(5,9,10,6)(7,12,8,11)(13,14)(15,19)(16,18)(17,20)(21,24,25,31)(22,28,26,33)(23,30,29,35)(27,34,32,36)A Cayley diagram is a choice, not a fact about the group. Another drawing of this group — in a book, or on a different generating set — may look nothing like this one.