Vikas did not pursue his application for parole after Justice Vipin Sanghi appeared disinclined to release him.
The court said the convict has been taking law into his hands and misusing the system using his "political clout".
Vikas had sought parole for two months to maintain social ties and arrange for Rs 54 lakh, a fine imposed on him by the high court.
The high court had on February 6, 2015 enhanced the jail term of Vikas and Vishal Yadav from life imprisonment to 25 years without remission for murdering Nitish Katara and five more years for destruction of evidence in the case.
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It had also imposed a fine of Rs 54 lakh each on Vikas and his cousin Vishal.
The three were awarded life term by a trial court for abducting and killing Katara, a business executive and son of an IAS officer, on the intervening night of February 16-17, 2002. They did not approve of the victim's affair with Bharti, the daughter of politician D P Yadav.
The high court had on April 2, 2014 upheld the verdict of the lower court, describing the offence as "honour killing" stemming from a "deeply-entrenched belief" in the caste system.
The apex court had said that both the jail terms would run concurrently and would effectively lead to the award of 25 years of imprisonment to the Yadavs.
Simultaneously, Pehalwan, who was granted 25-year jail term by the high court, was given 20-year imprisonment.