Richard P. Feynman was a Nobel Prize-winning physicist whose memoirs, especially Surely You're Joking, Mr. Feynman!, made scientific curiosity contagious. His lectures and stories remain the best advertisement for thinking like a physicist.
4 books by Richard P. Feynman, each with a guide to similar reads.