The "Succession" star wore the hat for a very specific reason: He was covering up his "wild-looking" hair for his role in an upcoming film ...

"Sweetheart, I'm not mad you borrowed it but I didn't totally realize you were going to change the col… anyway, not important," Hathaway jokes ...