But he was pleased to get back in, and "carry on the good stuff".
"It was quite nasty, but obviously Wairoa doesn't do nasty. so that's good."
Little said there had been a lot of accusations about the council giving Rocket Lab special favours, along with criticism over a lack of transparency and community consultation.
He said he had never been confident about re-election, preferring to wait for the call on the day.
This term would definitely be his last, he said.
He was challenged for the mayoralty this election by four others: Benita Cairns, Simon Mutonhori, Murray Olsen and Jennifer Takuta-Moses.
The council table will be home to new faces this term, with Roz Thomas (800 votes) gaining a seat alongside incumbent councillors Denise Eaglesome-Karekare (966 votes) and Jeremy Harker (951 votes).
Deputy mayor Hine Flood missed out on a seat, 284 votes behind third-placed Thomas.
In the Māori ward, Chaans Tumataroa-Clarke (468 votes) and Melissa Kaimoana (417 votes) gained re-election, while Danika Goldsack (305 votes) missed out to a returning Benita Cairns (532 votes).
Wairoa District Council is made up of a mayor who is elected at large and six councillors. The council seats are split into three Māori ward seats and three general ward seats.
Official results won't be released until special votes have been counted.
* Local Democracy Reporting is Public Interest Journalism funded through NZ On Air