Zheng et al. uncover the neural basis for specific food preferences, showing that separate thalamic populations mediate intake of high-fat and high-sugar diets. They identify a histamine H3 receptor-mediated circuit that specifically regulates fat consumption in response to orosensory cues, suggesting potential targets for precise weight management.