Groves was reportedly busted in a prostitution sting run by area police.
According to reports, Groves responded to an ad offering sex for hire and requested "full service." He reportedly agreed to a price with an officer posing as a prostitute, and almost $200 cash and condoms were seized from Groves at the scene.
His court date is set for May 10.
This is not the first impression Groves was hoping to make in Cleveland. The linebacker signed with the team just over a month ago, agreeing to a two-year, $2.8 million contract.