The big impact books tend to be the ones read in youth. One that I re-read many times was the biography of Robert Wood by William Seabrook (both really fascinating characters):

Doctor Wood, Modern Wizard of the Laboratory

For a more recent, although not nearly as formative read:

The Coddling of the American Mind