I guess your problem is a binary classification and you are using sigmoid for your output layer.
Currently, it seems that specifying a specific output if you use sigmoid in the output layer is not supported yet. If you want integrated gradient (Captum) give you the feature attributions wrt a specific target, you should use softmax instead of sigmoid.