I came here looking for the same question. Having experimented further, I’ve found the simplest way is to use alignSelf: 'stretch'. This forces the individual element to take up the full width available e.g.
button: {
alignSelf: 'stretch'
}
Nader’s answer does work of course, but this would seem to be the correct way using Flexbox.