Females do tend to be more shy than males and not so 'out-going'
But taking the tubes out would be a start. I don't have tubes in my cage because its hard to clean and the bedding goes all over the carpet when my hamster nests in there
But instead of tubes, I have lots and lots of toys and a wheel, its much better
Leafpool