The first impression of Judges' thinking pattern coming to people's mind is bull-headed and inflexible. Due to the court decisions are always pole apart from people's expectations, Judges are shaped to be the stubborn ones getting on the high horse and born to privilege. However, the training of jurists stress stresses Speculative the most. Both Criminal Law and Civil Law based on "no penalty without a law" have logical structures to some extent. But why people's expectations are not consistent with Judges' decisions? The study takes some criminal cases to make the hypotheses from Judges' and people's perspectives, and discusses the logical structures from both sides. The author infers if there is an intersection between social perception and the real verdicts. Moreover, by applying comparative method, the author will compare the concepts of conviction from different Judges during the trials. The author expects the study can contribute itself to bring a different thinking pattern to the society and judges, and give both sides a better understanding of each other's perspectives built on what kind of logical structures.