Hahaha.. yeah. The problem is that I had begun to build the PC one year ago, so I didn't remember what I had plugged. Hehe..
I solved the problem by removing the drive (it's brand new actually). Then I could get in the BIOS. Not sure why this worked!? Maybe it was trying to boot from the empty...