Cross-cultural comparisons are often based on a single itemset that is used in several cultures and languages being translated semantically correct. In contrast, a new, emic, approach measures the same construct with individually created items for each culture and language. To test this emic approach, the current paper used the stereotype content model (SCM) with its dimensions, warmth, and competence. It is used to compare perceptions of people, residing in different countries, speaking different languages. The current paper reports a study ( N = 2,901) that tests whether an adapted scale allows reliable and structurally valid measurement and comparisons of culturally emic protagonists on SCM dimensions across four languages (English, German, Portuguese, Spanish) in eight countries (United States, United Kingdom, Germany, Switzerland, Portugal, Brazil, Spain, Argentina). The warmth dimension emerges as largely universal, but the competence dimension is a more culture-specific construct. Cross-cultural comparisons as to the competence dimension should be treated with care.