What if I don't specify any parameter 'observed'?

Sampling without specifying an observed is the same as sampling from the prior distribution. Sometimes this is useful in itself, for example in models with certain constraints (example: Sorted transformations, or arbitrary Potential terms) that do not correspond to any default distributions.