Mane has played an instrumental role in Liverpool's ascent to the top of the Premier League, featuring in all but two of the club's 21 games, scoring goals eight goals in the process.
"Every single season we progress and that is positive for us," he told Sky Sports. "That's why we train hard every single day, to learn a lot, to get better and better.
"It's positive and now we are going to go for something special with the club."
He added: "We are confident because we are doing well, even though we lost to Manchester City.
"In football it can happen, we're not the first and we won't be the last to lose a game, but we have to react. The reaction is more important."