Despite having seven-time champion Lewis Hamilton in their ranks, it has been a difficult spell for the Brackley-based outfit, who have fallen behind both McLaren and Ferrari in recent years.
Both Hamilton - who is set to join Ferrari next season - and team-mate George Russell have returned to winning form in 2024, while there are exciting times ahead as the team edges closer to announcing the former's replacement, with young star Andrea Kimi Antonelli tipped to claim the seat.
Now, in a revealing interview with Sky Sports, Wolff has opened up on the ongoing stress of managing one of F1's top teams and how it has affected his mental health.
"I have struggled so badly with these things, for months not being able to have a clear thought but I came to the realisation that it comes with a lot of advantages," Wolff told Martin Brundle.
"I call it a superpower. This is what I want to give people that have mental health issues as a hope.
"I was thinking when I was really bad at times, 'that person hasn't got what I have', and that's why that person can be more successful.
"What I want to say is with that superpower, when you struggle, you are a sensitive person, and that can be negative or very positive.
"Some of the strengths come from reading the room, understanding a person and seeing through a person, calling bull***t when it needs to be called.
"I generally have a feeling for what people need in order to perform. That's why I speak openly about it.
"That's why us in F1, laughing at the camera, being so cold, successful, we have struggles. It's not every day we wake up and say what a great life we have."
The 52-year-old went on to explain that he has sought out professional support to help during particularly difficult times.
"I always seek help. I always asked questions from a very early age. Some of the days were so bad that I found my way to a psychologist," he said ahead of next weekend's Dutch Grand Prix. "I have done probably more than 300 or 350 hours of talking.
"I don't report to anybody. I have a great group of colleagues and shareholders. Of course [wife] Susie [Wolff] has been a strong rock at times when I wasn't.
"The interesting thing is these struggles in real life, when we are not where we are with the car, it doesn't move the needle for me in terms of pain. Zero. Because I have been in much worse.
"This stress is my comfort zone. Trying to solve problems, never to give up, even if you have been beaten down a hundred times - in a way I'm made for these tougher days."