Confusing question.

First of all, where are you running blast? Against which databases?

Then,

what causes blast to find a hit

What are the parameters that determine when a match is found or not

That's literally one of the most well documented information of blast manual. Please, tell me you've read it.

And

I am not filtering by e-value, just using all the hits blastn returns

W H Y ?