When Robin Roberts, co-anchor of the morning show, asked Brown about the infamous domestic abuse incident with singer Rihanna, the 21-year-old appeared to become agitated.
When asked if he has seen Rihanna since a restraining order was relaxed, Brown responded, "It's not really a big deal to me now as far as that situation. I think I'm past that in my life."
Although Roberts pressed him on the incident, Brown avoided talking about the situation and instead promoted his new album "F.A.M.E."
"Everybody go get that album," he said.
According to ABC News, Brown stormed off the stage after performing a song from his album. The show's hair and makeup staff called security after hearing loud noises from Brown's dressing room.
After Brown left the building without a shirt on, it was discovered that a window in his dressing room had been smashed, ABC News reported.
Police were not called during the bizarre incident. Paparazzi photos showed the singer leaving the Times Square studio without a shirt on.
"As always, we asked questions that are relevant and newsworthy, and that's what we did in this interview with Mr. Brown," ABC News said in a statement.
Shortly after the interview, Brown tweeted, "All my fans!!! This album is for you and only you!!! I'm so tired of everyone else!! Honestly!! I love team breezy!!"
Roberts, who just opened a Twitter account on Monday, tweeted, "Sure has been an interesting AM @GMA. Still sorting thru everything myself. Just my 2nd day on twitter, wonder what tomorrow will bring?"
Brown pleaded guilty to felony assault stemming from an altercation with Rihanna in 2009. He was sentenced to five years probation and six months of community service.