It's shortest when the sun is directly overhead
I believe the answer is:
shadow
(Other definitions for shadow that I've seen before include "Image cast - dog" , "Trace - dog" , "Follow secretly; obscure" , "Secret follower" , "Dark area - follow secretly" .)