Brighton has that reputation all over Sussex never mind anywhere else....
Go to Hastings as an example and say you are from Brighton and they will think the same as the man who lives in Bognor..
The pub/club still gets a recommendation though.... must have been not too bad....sounds to me like a genuine question and answer session rather than out and out homophobia.