dirty handsUsually refers literally to hands covered in dirt. In the expression «Убери свои грязные руки!» it means “Keep your dirty hands off!” and can sound angry or accusatory.
RU: После работы в саду у меня грязные руки.
EN: After working in the garden, my hands are dirty.