Things you do not need to tell them include:
The importance of the fellowship in general
The importance of the field they fund
The story of your innocence or ignorance before becoming a scholar/artist/scientist/activist, etc.
Honors you won in high school
Elaborate descriptions of a teacher who inspired you (unless that happens to be the exact question)
A quote from a famous scholar (many fellowship programs actually advise strongly against this cliché)