Delta is negative means that the position of the underlying asset is the same as to the position of the hedged derivatives since their price moves in different direcion.
For example, the delta of call option is positive, so you have to long call and short stock for a hedge.
The delta of a put is negative, so you have to long put and long stock for a hedge.