1. Particularly weak, meek, or unimpressive; wimpy. No pencil-necked twerp like you is going to give me orders, pal!
2. Very inclined toward academic or intellectual pursuits. I always made sure to make friends with the pencil-necked geeks in my math classes so they would help me out with the homework.