You have to SAVE the style to your USER area. But the USER area has a limited amount of Memory, that is why you use a USB stick to hold all of your extra Styles.
So, don't remove your USB stick. Sounds like you need to purchase a new USB stick for use with just your keyboard.
Regards
Drake