Ram Rahim did not talk with anyone and was seen roaming in the cell.
Haryana and Punjab remained on high alert with officials warning that violent miscreants will be shot at sight.
Curfew-like restrictions have been imposed in the area, which is the headquarters of the Dera Sacha Sauda sect.