1. A particularly weak, meek, or unimpressive person; a wimp. No little pencil neck like you is going to give me orders, pal!
2. A person who is very inclined toward academic or intellectual pursuits. I always made sure to make friends with the pencil necks in my math classes so they would help me out with the homework.