A method and system for generating, revealing, and delivering explanations of computer-based inferences of expected levels of interest between people is described. The inferences may be based, at least in part, on behavioral information. The method and system may include variations of a mutual commitment process that only reveals a first party's inferred or expressed interest in a second party if a reciprocal inferred or expressed interest is confirmed.