Judicial First Class Magistrate P T Prakashan heard the arguments on the bail pleas and rejected their applications.
Salim Raj, suspended a few months back was in the city on September 10 in search of an 'absconding' woman, a relative of one of his friends, in connection with a case registered at a police station in Kollam district. She was in the city and apparently living with a man.
Salim Raj and the other members followed the man's car, intercepted his vehicle at nearby Karikkamkulam, had an argument with him and then allegedly assaulted him.
Later, a local court remanded all of them to 14 days judicial custody.
The accused were charged with cases of unlawful assembly, criminal intimidation of IPC and attempt to kidnap.
Salim Raj was suspended from service over his alleged role in the solar panel scam with media reports stating he had been in contact with the accused, Saritha S Nair.