To answer your question, Yes. I would imagine if you were rooted and had a read/write app like root explorer or astro that you could find the file and remove it. I'm not sure what that would do to your boot cycle. I didn't care for mine, so I just changed them. I ended up installing a custom splash and the boot animation was created by my wife. Now when I turn my phone on, it returns the favor.