Can earthworm dig in under soil which doesnt have much moisture?
Assume that the soil got wet last time when the rain falled 2 days before.

Yes, absolutely, there are many, many different species of earthworm that all operate in different ways (feeding method, soil depth, soil moisture, soil texture etc.), so I'd be surprised if your earthworm struggled!