In one photo, Wright, held on tightly to the Contraband actor, 32, as they shopped. According to an onlooker, the pair were "holding hands" during the excursion and were "very obviously a couple."
It's the first known relationship for Wright since her high-profile divorce from Sean Penn following 14 years of marriage and more than one reconciliation. Although Wright and Penn, 52, share son Hopper, 19, and daughter Dylan 21, the Oscar-winning actor didn't pull any punches speaking to Esquire recently about their long-term union -- characterizing the marriage as a "fraud."
"There is no shame in saying that we all want to be loved by someone. As I look back over my life in romance, I don't feel I've ever had that," the Gangster Squad star, whose first wife was Madonna, told the magazine. "I have been the only one that was unaware of the fraud in a few of these circumstances blindly."