Nerd is a negative, used as a insult: Pejorative applied to anyone
with an above-average IQ and few gifts at small talk and ordinary
social rituals.
Geek means you have a specific intrest or a intrest out of the usual or indeed: a person with an unusual or odd personality

Do you children mean Geek or do you just don't like yourself?