At the Iftaar hosted by the AIADMK (Amma) faction, Palaniswami, also the party Headquarters Secretary, said his government would remain firm on secularism and social justice policy as laid down by fomer Chief Minister Jayalalithaa.
"The praying rights and culture of minorities will not face any impediment in this government, which is functioning on the lines of Amma (the late J Jayalalithaa)," he said.
It will stand by the welfare of all sections, including minorities, he said in comments that came a day after he said the state government would implement the court order on the Centre's ban on sale of cattle in markets for slaughter.
"All the MLAs came," he told reporters without eleborating.
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He, however, parried a question whether Dhinakaran was invited for the Iftaar party.
Earlier, a section of Ministers had revolted against Dhinakaran and asked him to stay away from party affairs.
Though he had in April said he would step aside,earlier this month asserted he asserted he would continue doing party work.
True supporters of AIADMK were with him as he was following the path shown by late AIADMK Supremo Jayalalithaa, he said.
"It was Amma who showed us to the world. Whatever happens around us, our objective should be to always remain calm and move towards victory," Pannerselvam said.
Some others, for that matter, thought they had money and power with them and that they alone will emerge triumphant, he said without naming anybody.
"But we have love and compassion. We have honesty, justice, truth and Dharma. Lakhs of supporters walking the dharmic path are with us and so are people of Tamil Nadu."
Tamil Maanila Congress(M) President G K Vasan along with a host of leaders shared the dais with Panneerselvam on the occasion.
Referring to a small story from the life of Prophet Muhammad, Panneerselvam said whoever stays calm till the end always emerges victorious.
"I am quoting this incident from Prophet Muhammad's life just to convey how being patient is important. If you think I am referring to the current political situation (in Tamil Nadu) I am not responsible for that", he said.
"Setting up of memorial to Quaid-e-millath (founder of Indian Union Muslim League), increasing the rice quantity for preparing the gruel during Ramzan month were some of the few. Some of the schemes (introduced by Jayalalithaa) were evenhailed by Islamic countries", he said.