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.

One Direction fans descended on the Buenos Aires hotel where Liam Payne died unexpectedly on Wednesday, October 16, holding an impromptu vigil for the 31-year-old former band member. Payne died after falling from the third floor of the CasaSur Palermo Hotel.

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.

Argentine authorities reported the death of Liam Payne, after falling from the third floor of the CasaSur hotel in Palermo.

Liam Payne was found dead in Argentina. The One Direction singer died after falling from his hotel balcony in Buenos Aires, as reported by Reuters.

Liam Payne was reportedly under the influence of hallucinogenic drugs when he died in Argentina on Wednesday, October 16, as reported by TMZ. These drugs are known for causing psychotic attacks and hallucinations upon intake.

Authorities in Buenos Aires claim that former One Direction star Liam Payne died under the influence of a drug called Cristal at the time of his death. The drug is known to cause psychotic episodes, hallucinations,

Liam Payne was reportedly under the influence of a drug known to cause psychotic attacks and hallucinations prior to his fatal fall.

Liam Payne was reportedly under the influence of a potent drug that can cause hallucinations when he plunged to his death from an Argentina hotel room Wednesday night. The One Direction star was high on the dangerous substance “Cristal,