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