One way of helping yourself (and everyone else) focus on questions like “What is the difference”, is to use contrasts.
Especially when you have complex models, with interactions between categorical predictors, (interaction) contrasts can help focus on the important (and pre-determined) questions
Note I will be focusing on “planned” contrasts