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)(13,14)(15,20)(16,18)(17,19)(22,26)(23,29)(24,32)(34,36)(6,10)(8,11)(13,15)(14,16)(17,18)(19,20)(21,22,25,26)(23,30,29,27)(24,33,32,28)(31,34,35,36)(13,14)(15,20)(16,18)(17,19)(21,23,25,29)(22,27,26,30)(24,31,32,35)(28,34,33,36)(1,2,3,4)(5,7,9,12)(6,8,10,11)(13,14)(15,16)(17,19)(18,20)(21,22)(23,27)(24,33)(25,26)(28,32)(29,30)(31,36)(34,35)(5,8)(6,7)(9,11)(10,12)(13,16)(14,18)(15,19)(17,20)(21,24,25,32)(22,28,26,33)(23,31,29,35)(27,34,30,36)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.