At the scene, officers found Eliseu wearing only a pair of pants, lying on the ground covered in blood, bruises and scratches.
“He said he had escaped from an apartment where he had been kept against his will for the past four days,” prosecutor Dylan Krasinski said.
Eliseu was transported to MetroWest Medical Center in Framingham for treatment.
Police learned Eliseu and Sugrue knew each other after the victim told authorities he and the attacker had been "hanging out" when Sugrue suddenly became violent.
The apartment in question is located underneath the Philadelphia Baptist Church where Eliseu had been living.
"He was in the woods a couple of weeks ago," Murilo DaSilva, the pastor of the Philadelphia Baptist Church, said.
Eliseu said he was held captive inside the basement bathroom without food or water.
DaSilva said Eliseu was recovering from a drug problem.
The victim told police he and Sugrue used crack together on Wednesday when Sugrue suddenly became violent.
Krasinski said Sugrue prevented Eliseu from leaving the apartment by taking his phone away and "threatening" him. Eliseu said Sugrue is a dangerous man.
Sugrue allegedly refused to allow Eliseu to drink or eat while held captive.
The prosecutor alleges Sugrue pulled Eliseu from his bed onto the floor and began attacking him repeatedly by stepping on his throat and choking him. Eliseu claims it was a hate crime because he is gay.
"He attacked me on my back, on my butt, [saying] 'you’re gay, you like me,'" said Eliseu.
Eliseu also claims Sugrue beat him with a coffee table while yelling out homosexual slurs and referencing his sexuality, allegedly saying, "I know you're gay." Eliseu also said Sugrue beat him with a fire extinguisher.
Eliseu told Boston 25 News he begged and cried to get out of the bathroom.
On Saturday, he managed to break free and run for his life.
"Jesus was helping me, thank God I'm alive," Eliseu said.
Police arrested Sugrue at his 282 Belknap Road home later Saturday. Sugrue is being charged with a hate crime, assault and battery with a dangerous weapon, assault and battery and intimidation of a witness.
Eliseu said he just wanted to help his friend and didn't expect him to turn on him. He said he now feels helpless because he doesn't have a home or anyone in the country to help him.