knock (or blow) someone's socks off amaze or impress someone. informal
1991Barbara AndersonGirls High Years ago she saw a Hockney…the few lines which sketched the owlish face knocked her socks off.
1996Premiere Ray Liotta strikes perfect notes as Hill while Joe Pesci blows your socks off as sociopathic side-kick Tommy.