The 31-year-old Spain international says that he is looking forward to helping his new club continue to grow following his summer move to the Rojiblancos from Barcelona
The Rojiblancos have enjoyed a wave of success under Diego Simeone, securing the 2012 Europa League crown and the 2013 Copa del Rey.
And Villa, who is set to seal a move to the Vicente Calderon from Barcelona, wants the club to grow.
|50/1||Atletico Madrid are 50/1 with William Hill to win the Champions League
"I'll try to do my bit and give everything to make the club bigger so this group can keep delivering titles."
The 31-year-old went on to cite Simeone as one of the major reasons behind his move to the Spanish capital.
"I think he's just like he was as a player as a coach," Villa observed. "With a lot of character, heart and football ideas that speak for themselves.
"The Vicente Calderon is a pitch where every player wants to come to play," he added. "It's one of the stadia you mark on the calendar with joy as a visitor.
"I cannot wait. I'm looking forward to checking it out, to enjoy this area and these fantastic fans."