Sutton commenced his training career at Pakenham last year and had his first runner, followed by his first winner, at that track last March.
He registered his first metropolitan win at Caulfield the following month, just as he was moving his training base to Ballarat, while earlier this year Sutton also established a stable at Flemington.
Along the journey Sutton watched in agony as Feroche was denied victory in the Group 1 Caulfield Guineas (1600m) last spring, a defeat that was a bitter pill to swallow.
But all was forgiven on Saturday when Feroche ($14), under Billy Egan, dug deep to score a three-quarter length win from Savaglee ($11) with Goldrush Guru ($7.50) a length away third.
"It's going to take a few days to settle in to be honest," Sutton said.
"I've just been having a really tough run of seconds recently, so I was hoping to just get a winner anywhere, so to do it on the biggest stage of all with this horse, he's been the flag bearer for our stable since day one.
"It took a long time to get over the Caulfield Guineas, I'm not going to lie.
"A lot of people were congratulating us, but I still felt pretty bitter about it all, thinking that we could have won on that day.
"We all know how hard it is to win these races and to have a horse good enough and present him in the right order on the day, so, sometimes you think, 'Am I going to be waiting for a long time now until the next one comes along.
"This horse has just been super. He's just improved, improved, improved. He was probably the third ever horse we bought out of the sales."