If we take an impulse in time, and subject it to a time shift, we see that the Fourier transform consists of a rotating complex exponential in frequency (where the real part is a cosine wave and the imaginary part is a negative sine wave).
The speed of the rotation is based on how much the signal is shifted in time.
