Yes it is normal but remember if you get caught and sacked it could be very expensive for you and as the poster above said thats what the stationary cupboard is there for you can buy all stationary items as cheap as anything now so would you like to lose your job over a $2 notepad
I didnt really steal from work, although I did abuse the Cab service WAY too much, and the CD-r's for my music, and the copymachine (which i have in my livingroom), and the company credit card for lunch dinner, ball games, and the theatre. but besides all that I didnt really steal from work.