Dismissing his petition, the High Court observed that granting bail in such a case would send the wrong message to society.
George, a former MLA, was accused of delivering a hate speech against a minority community during a TV channel discussion.
He approached the High Court after the Kottayam District Sessions Court rejected his anticipatory bail plea in the case registered by the Erattupetta police.
The case was based on a complaint by Muhamed Shihab, a Muslim Youth League leader, who alleged that George made remarks capable of inciting religious hatred.
He was booked under Sections 196(1)(a) and 299 of the BNS, as well as Section 120(o) of the Kerala Police Act.