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.

Learn more about CasaSur Palermo Hotel, where Liam Payne died, and see photos of fans and forensic workers as they tend to the scene.

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

The One Direction star was holidaying in Buenos Aires, Argentina at the four-star CasaSur Palermo hotel, where he tragically fell from a third floor balcony and was pronounced dead on Wednesday.

Fans gather to remember Liam Payne, some in tears, some singing One Direction songs as they leave notes and flowers.

Argentine fans of former One Direction singer Liam Payne, who died in a dramatic fall from his hotel balcony in Buenos Aires, gathered on Thursday afternoon around the city's central obelisk monument to remember the troubled boy band icon.

One Direction fans who attended a vigil in Argentina to mourn the death of former band member Liam Payne have spoken of their shock and grief. The singer died aged 31 after falling from a third-floor balcony and into the courtyard of the CasaSur Hotel in the Palermo area of Buenos Aires,

On Wednesday, a tragic incident in Buenos Aires shocked fans around the world. Liam Payne, a former member of the British band One Direction, died as a result of the incident. Local authorities confirmed that the 31-year-old artist was found dead in a hotel in the trendy Palermo district.