They would have taken some heart in seeing Brazil beat Cameroon 5-0 later in the day because they were bitterly disappointed after their defeat to Great Britain.
"We came here to win," Smith said. "Not just win but we would like to medal. That's what every Olympian dreams of doing.
"Having lost three points in the first game is obviously not something we wanted. It's gutting. It's heart-wrenching losing in front of your fans and family and friends who have come all this way and all the Kiwi fans back home."
About 25,000 were at Millennium Stadium but it was the occasion that proved a weightier burden for the home side and Great Britain looked nervous.
But they soon found their rhythm and put New Zealand under considerable pressure. The Ferns didn't cope well, often gifting possession in bad areas, and put themselves under pressure.
They had a great chance to grab an equaliser but striker Sarah Gregorious shot straight at the goalkeeper when alone in the box.
Smith is confident they will bounce back quickly, especially with close to 900 caps in the squad.
"We have a lot of experience on the field, a lot of caps," she said. "We are confident still. This team has a lot of confidence because we have a team unity not a lot of teams have and we have played so much together. We know what we are all about and that's really important coming up against a team like Brazil who have really quality players."
There are few better than Marta, the five-time women's world player of the year, who scored twice against Cameroon.
She won't be lacking any confidence.