In his complaint, Ahluwalia accused Bagga of making provocative, false and inflammatory statements to outrage religious feelings, promote disharmony and create feelings of enmity, hatred and ill-will.
Bagga, who came under attack from the Aam Aadmi Party for his alleged derogatory tweets against Delhi Chief Minister Arvind Kejriwal, had claimed on Saturday that a team of Punjab Police had reached his home in Delhi to arrest him.
The AAP is in power in Punjab as well.
The FIR against Bagga and an unidentified person was registered on April 1 at Punjab State Cyber Crime Police Station in Mohali.
Bagga was under relevant IPC sections, including 153-A (promoting enmity between different groups on grounds of religion, race, place, etc.), 505 (whoever makes, publishes or circulates any statement, rumour or report) and 506 (criminal intimidation), according to the FIR.