Is knocking you over with a feather a hyperbole?

Yes, "knocking you over with a feather" is a hyperbole. It exaggerates the idea of being surprised or shocked by something, suggesting an overwhelming reaction from something as light as a feather. This expression emphasizes the intensity of the surprise rather than being taken literally.