Torrealba was arguing with the home-plate umpire Friday after striking out. He angrily put a hand on the umpire's mask and shoved him. He was then ejected.
League President Jose Grasso Vecchio called Torrealba's behavior unacceptable and a violation of league rules.
Torrealba plays for the Caracas Lions when not playing in the majors. His agent, Melvin Roman, said Torrealba acknowledges he got carried away in the heat of the moment.