Martin started from fifth on the grid at Le Mans but leaped to second on the opening lap, before taking the lead from Francesco Bagnaia on the fourth tour.
Immediately, the Pramac Ducati rider opened up a lead of eight tenths before taking the chequered flag 1.8s clear of the field.
It marked his first sprint win of the season and his first victory of any kind since the 2021 Styrian Grand Prix.
Martin thought the sprint “would be a day to prepare” for the grand prix because of how uncomfortable he felt on his GP23 and wasn’t anticipating a victory charge.
“I didn’t expect to fight… well, to fight [for the podium] yes, but not for the win,” Martin revealed.
“Today I thought it was a day to prepare for tomorrow’s race because yesterday and this morning I didn’t feel great.
“I felt like I didn’t have the bike to fight for it, but with this temperature I felt good.
“I feel like something has unblocked in my head. It’s only a sprint race, but it’s been a long time since my last victory.
Jorge Martin, Pramac Racing
Photo by: Gold and Goose / Motorsport Images
“So, I feel I had this thing in my head that didn’t allow me to put all my potential on track and it seems like I’m getting it back.
“I was fast, hopefully tomorrow I was fast also. I will try to battle for the victory, but for me it’s more important to finish on the podium and keep scoring points to keep progressing.”
Asked by Motorsport.com to elaborate on what he meant by “unblocked”, Martin added: “About this block, it’s not that I have a block [from being competitive].
“Normally when you are a long time without winning, everything comes easier [when you do].
“You get the motivation, you get the confidence back. So, I feel like I am in that moment.”
Martin’s Le Mans sprint win was his third podium of the season and has moved him to fourth in the championship, 34 points adrift of factory Ducati rider Bagnaia after he took third in Saturday’s sprint.