Expressions, particular phrases, word order, conversational maxims, or even acoustic features can show the person's physiological or pathological state. But these signals are often too subtle to be heard with the naked ear, and in that time these are important in psychology diagnostics. Using machine learning and natural language processing (NLP) we can get what is concealed from the typical human observer and make diagnoses more precise.