The reason your hampster trying to escape is likely because her cage is unfit, Like hampsters need more than just a wheel and hide and Victoria rachel does a great job explaining proper hampster care. https://www.youtube.com/watch?v=kaVqfcZTA7E

You should watch some Victoria Rachel on YT then. Poor hamster care is very common and normalized and an unfit enclosure will make them wanna escape.