Answer
Guiteau's mental state at the time of the assassination was characterized by delusions, specifically erotomania, in which he believed President Garfield was infatuated with him. This delusional belief was the primary motive behind his actions and played a significant role in shaping his perception of events and his decision to assassinate the president.