It varies. For example, some people who identify as asexual feel no sexual attraction or arousal whatsoever, and some people feel attracted/aroused to varying degrees. Also, sexual attraction and romantic attraction can be separate. i.e. one might be asexual, but still be romantically attracted to another person and pursue a romantic relationship without a sexual component.