Pathologists interpret stained samples by examining the color, intensity, and distribution of the stains within the tissue. They look for specific patterns that are indicative of cancer, such as increased cell proliferation, abnormal cell morphology, and the presence of certain biomarkers. The interpretation of stained samples requires a high level of expertise and experience, as subtle differences can have significant implications for diagnosis and treatment.