Video games often include various creatures within their games, these creatures often give the world in which they inhabit a richer experience for the player. Creating these creatures can be costly, to lower these costs procedural content generated creatures could be used instead. Creatures created with PCG will have a lower upfront cost but comes with the downside of less control without a large amount of testing. This is a problem, what we have tried to do is lessening the amount of time needed to achieve the desired level of perfection. In this paper we have tried to find patterns which will further help the use of procedural content generated creatures. The game Forest Moon will be introduced to gather data and to find pattern of how players interact from various visual cues. With the data we have gained further understanding on how players react and what kind of emotions they feel when certain visual cues are presented.