"He is still the manager and hopefully he will continue to be," added the England defender. "We have played well at times but this season we haven't cut it.
"We are bottom of the Premier League and it is not nice at all."
Ramos himself described his side's situation as "terrible" following their loss at the Britannia Stadium.
"I am worried," the former Sevilla boss stated. "Last season we won the Carling Cup and everyone was very happy.
"At this moment everyone is very sad and I am worried about it as I don't like this situation."
Arsenal manager Arsene Wenger admits he has sympathy for Ramos, who arrived in north London from Spain on 27 October 2007.
Wenger told BBC Radio 5 Live: "Of course you feel sorry for every manager who is in his situation but we live in a job where someone has to be last.
"You feel sorry for them because you know how much you suffer and you can only give them your support."
Spurs are now five points adrift of safety at the bottom of the table but Wenger believes there is still time for Ramos to turn things round at White Hart Lane.
He added: "There are only eight games played, with 30 to go. For Tottenham, it is a surprise that they are down there but they have enough quality to bounce back."
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