Before Liam Payne died at age 31 on Oct. 16 after falling multiple stories at the CasaSur Palermo Hotel in Buenos Aires, Argentina, a source in the prosecutor's office with knowledge of the situation tells PEOPLE the former One Direction member likely procured drugs from an employee at the establishment.

A guest staying at the same property as Liam Payne claimed they heard “a really loud, violent scream” coming from the One Direction alum’s room at CasaSur Palermo Hotel in Buenos Aires, Argentina, before he plummeted from his third-floor balcony.

Sadly, two days later, Liam Payne passed away. His behavior took a turn prior to his passing. 911 received calls over his "aggressive" behavior at the hotel's lobby, according to

Before Liam Payne died at age 31 on Oct. 16 after falling multiple stories at the CasaSur Palermo Hotel in Buenos Aires, Argentina, sources exclusively tell PEOPLE the former One Direction member was "kicked out" of another hotel.

BUENOS AIRES, Oct 17 (Reuters) - Pop star Liam Payne, who shot to global fame with boy band One Direction, died at the age of 31 after falling from a third-floor hotel room balcony in Buenos Aires, Argentina, triggering an outpouring of tributes from fans around the world.

Just hours after the shock announcement that 31-year-old former One Direction member Liam Payne had been found dead in Buenos Aires, a spate of disgusting comments have flooded the hotel’s reviews page.

A hotel guest known as Rebecca said she had an interaction with Payne at the hotel before his death. According to The Mirror US, Rebecca said Payne appeared “desperate” for others to recognize him. He allegedly introduced himself to other guests waiting for an elevator by announcing, “I’m Liam.”

The father of former One Direction star Liam Payne has arrived in Buenos Aires to arrange for the return of his son’s body to England days after the famous boy band singer fell to his death from a hot