They have higher energy, which is inversely proportional to wavelength.
Work Step by Step
The spacing between energy levels gets larger as n increases. In particular, the energy difference between the n = 1 and n = 2 levels is larger than between any other energy levels. Electron transitions between low-n levels produce photons of relatively higher energy, which have a high frequency and a short wavelength.