The Hammers set a new club record of 15 home Premier League matches without defeat when they beat Watford 3-1 on Wednesday night.
They have two home games remaining, against Swansea and Manchester United, before bidding farewell to the Boleyn Ground and heading to the Olympic Stadium.
And Noble is desperate to ensure a memorable end to a campaign which could yet see West Ham bring European football to their new home next season.
"Apart from the FA Cup we are unbeaten here since August which is unbelievable in the last ever year at the Boleyn," he told West Ham TV.
"It is a great achievement from us and we want to keep it that way. There has been a lot of hard work, determination and skill that has helped us along the way.
"For me to lead the boys through that is fantastic. We want to keep doing that until the end and see what happens."
Source: PA