Earlier this week I heard Will Wheaton on Startalk Radio (highly recommend!) He was talking about being a geek and a friend seeing women dressed up as the characters to see Sex in the City in theatres:
"Being a geek isn't about what you love, it's a measure of your love for something."
I really love that.