Is there a way to turn a USB stick into a bitcoin cold storage wallet?

I have a USB stick lying around and I am wondering if it is possible for me to download a wallet onto the flash drive and use it as a way of keeping my coins offline. Then I could use VeraCrypt which ensures that even if someone does steal the USB stick, they will not be able to access it due to the encryption.