Try applying the annotation service.beta.kubernetes.io/aws-load-balancer-internal to the service definition.
kind: Service
apiVersion: v1
metadata:
name: someService
annotations:
- name: service.beta.kubernetes.io/aws-load-balancer-internal
value: 0.0.0.0/0