Deep cases are abstract semantic roles that represent the relationships between participants in a situation as described by a verb, often used in the context of case grammar and thematic roles. These roles go beyond mere syntactic representation, focusing instead on the underlying meaning and function of noun phrases within a sentence. Understanding deep cases helps clarify how meaning is constructed in language by linking specific roles, such as agent or patient, to their respective grammatical forms.