Would you enjoy talking to someone who does not like to have their curiosity peeked? (imho: probably not)
Also, if you'd notice that happening: a good sign you're wasting your time talking to that person.
In a good conversation both (or more) participants get something useful/interesting/funny out of it.
It's piqued, like a pike is sharp, piquant, pique(d).