Sagna last week questioned the summer sales of Robin van Persie and Alex Song.
He also admitted his future was in doubt and he had not been offered a new contract with his current deal running out in 2014.
But Arsenal boss Wenger said: “Bacary loves the club and I think he will stay here.
“His interview doesn’t reflect the love he has for this club. He has always given full commitment.”