This research seeks to understand the relationship between arts-based assessments and perception of self through exploration of participants’ interpretations of their own animal drawings. Subjects’ experiences with projective tests, personality assessments and tools, and art assessments were also examined for contextual understanding and comparison. To conduct this mixed methods pilot study, a survey was administered to alumni of the Loyola Marymount University Marital and Family Therapy Department. The findings suggest evidence of self- projection within arts-based assessment interpretation by way of metaphor, and highlight the potential for interpretation bias in therapeutic assessment, both in administration and perception. This pilot study has provided foundational information for future research, and suggests the following to be considered for continued exploration: styles of interpretation, framework of questions, usefulness of assessments, consistency of assessment interpretation, and how demographics plays a role in each of these elements.