One vertex per element, one color per generator, with an edge from x to x·s.
(2,4)(7,12)(8,11)(15,19)(18,20)(21,22,26,27)(23,28,31,35)(24,32,34,25)(29,30,33,36)(5,6,10,9)(7,11,12,8)(14,17)(18,20)(22,27)(25,32)(28,35)(30,36)(5,7,10,12)(6,11,9,8)(13,14)(15,18)(16,17)(19,20)(21,23)(22,28)(24,33)(25,30)(26,31)(27,35)(29,34)(32,36)(1,2,3,4)(5,8)(6,7)(9,12)(10,11)(21,24)(22,25)(23,29)(26,34)(27,32)(28,36)(30,35)(31,33)(5,9,10,6)(7,8,12,11)(13,15,16,19)(14,18,17,20)(21,25)(22,24)(23,30)(26,32)(27,34)(28,33)(29,35)(31,36)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.