The friendship between former President George W. Bush and former first lady Michelle Obama seems like an anomaly in an increasingly partisan political sphere.

George W Bush and Michelle Obama

Former President George W. Bush (left) and former First Lady Michelle Obama (right). (AP Photos/LM Otero and Pablo Martinez Monsivais)

But Bush, this week, told People Magazine that, as unlikely as the pairing may seem, the two have struck up a genuine friendship.

โ€œShe kind of likes my sense of humor,โ€ Bush said in an interview with the magazine. โ€œAnybody who likes my sense of humor, I immediately like.โ€

The former president is promoting his first art book and an accompanying new exhibit, Portraits of Courage: A Commander in Chiefโ€™s Tribute to Americaโ€™s Warriors, a collection of his paintings of post-9/11 war veterans.

Many recall the hug between the then-first lady and the former president during the dedication ceremonies for the Smithsonianโ€™s National Museum of African American History and Culture in September. The seemingly genuine cuddle between the smiling pair quickly went viral.

โ€œWhen I saw her, it was a genuine expression of affection,โ€ Bush said of that moment.

And there were many other similar events where the pair was often seated together, he added.

โ€œI canโ€™t remember where else Iโ€™ve sat next to her, but I probably have a few wisecracks and she seemed to like it okay,โ€ says Bush. โ€œI needle her a little bit and around her, Iโ€™m fairly lighthearted. are around serious people all the time and we just took to each other.โ€

It helped that Obama chose to champion a cause close to the former presidentโ€™s heartโ€”that of the welfare of the nationโ€™s military and their families. Bush said he and his wife, Laura, would be happy to continue to collaborate on the issue with the Obamas, Bush said.

โ€œItโ€™s going to take them a while to find their footing and figure out how theyโ€™re going to do what they want to do,โ€ he said. โ€œBut if thereโ€™s a way to be symbiotic, weโ€™ll do so.โ€