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