high brow humour: humour that is intelligent, classy, refined
Origin:
The term high brow humour originated in early Victorian era comedy clubs (1). The social elite felt that it was undignified to show appreciation by clapping their hands; this was seen as boorish and only fit for the lower classes. Thus many of the aristocrats showed their appreciation for a good joke by repeatedly raising and lowering their eye-brows vigorously. Over time, jokes that these aristocrats found funny , and thus raised their brows, began to be called “high brow”. The term has survived into modern times.
Footnotes:
1 – Actually at the time they were called “Yukkers”, hence the phrase “yuk yuk”.