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