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