Pakistan was under intense pressure from the US, the UAE and Saudi Arabia to de-escalate the tensions with India in the wake of the Pulwama terror attack and release the Indian pilot.
In an interview with 'BBC Urdu', Qureshi said: "We wanted to convey to them (India) that we do not want to increase your sorrow, we do not want your citizens to be miserable, we want peace".
Varthaman returned to India from Pakistan on Friday to a hero's welcome, nearly 60 hours after he was captured following a dogfight when his MiG 21 was shot down.
Qureshi dismissed the notion that the captured IAF pilot was released owing to pressure or as a compulsion.
"Pakistan will not allow anti-state elements to risk the peace of the country or the region. We plan on taking action against extremist groups," 'Geo news' quoted him as saying.
India had repeatedly told Pakistan to act against terror groups operating from its soil and recently handed over a dossier containing "specific details" of the involvement of the JeM in the Pulwama terror attack and the presence of camps of the UN-proscribed terror outfit in Pakistan.
"There was no pressure on Pakistan to release him nor any compulsion," Qureshi told 'BBC Urdu'.
He said that Pakistan did not want the peace of the region to be risked over politics.
"Pakistan does not want to go in the past, but if it goes in the past, then we will have to see how the attack on Parliament, Pathankot and Uri took place and that is a long story," the foreign minister said.
Amid mounting outrage, the IAF carried out a counter-terror operation, hitting what it said was a JeM training camp in Balakot, deep inside Pakistan on 26 February. The next day, Pakistan retaliated with a large air formation, comprising 24 fighter jets, including F-16s.
Varthaman was in one of the eight MiG-21s that took on the invading Pakistan Air Force jets and shot down an F-16, according to Indian officials.
This story has been published from a wire agency feed without modifications to the text. Only the headline has been changed