You can keep your eyes closed or not look at the phone. I believe iOS needs your attention to allow biometrics. And a few times it fails, it will require the password.
The police most often use this kind of power in DUI cases where they extract your blood forceably. In the terms and conditions of your driver's licences in the USA most of them say that you agree to allow the police to do this.