The head coach has called on his side to play without shackles as they look to "spring a surprise", though insists the north Londoners must perform better than they did at Norwich
Not since February 1990 have Spurs won at Stamford Bridge, with Gary Lineker netting the winner on that occasion, though go into this weekend's contest boasting the best away record in the division.
Despite the odds being stacked against them, Sherwood is convinced his side will be able to play with greater freedom, though warned his players that they could be embarrassed if they repeat their performance against Norwich City.
|5/1||Tottenham are 5/1 with Paddy Power to beat Chelsea|
"But there's absolutely no pressure on the boys because our record there is so bad, so we can go there, take the shackles off and enjoy the day.
"The only people who expect us to win are inside our dressing room.
"We've been good away from home but obviously our recent away game was poor. We played Norwich and we got beaten. If we play anything like we did at Norwich they will be putting more bulbs in the scoreboard.
"But we need to make sure that we're a lot better than that and we will be. The motivation of the players is there, the record suggests that.
"We're going to go up there and give it everything. It's a chance for them to put themselves in the record books and we're confident that we can spring a surprise, because after all it is going to be a surprise isn't it, if we beat Chelsea at the Bridge."
Sherwood confirmed that late fitness checks will be given to defensive duo Kyle Walker and Younes Kaboul, but midfielder Christian Eriksen is unlikely to recover in time from a back problem.