"You're the halfback of a side and you lose like that; I don't think you need to look much further [than me to lay blame]."
There were other areas where the Warriors let themselves down, most notably their high number of errors and poor completion rate, and they weren't helped by playing the entire second half with only two interchange players.
What really rankled Johnson was the fact five-eighth Thomas Leuluai attempted what might have been the winning field goal. Not him.
"That was another reason I'm pissed off. I watched it go by. I didn't step up.
"It was a learning curve, not just that but goalkicking as well. To me, that's why we lost. I have to carry that with me throughout the week and get up for next weekend."
Johnson is still young, and it is often said he's learning how to control games, which he is. But he's played 68 NRL games now, as well as eight tests for the Kiwis, and is not a rookie.
When he's good, he's electric, but Johnson can also drift in and out of games and is searching for more consistency.
His goalkicking had improved considerably from when he first started but he's missing some he should land and has a record of just 14 from 23 this season for 61 per cent - good kickers should be above 70 per cent.
The Warriors are committed to building a team around Johnson and recently re-signed him to a new deal that will keep him at Mt Smart Stadium until 2017.
He has already experienced a lot in his career, including a grand final, the sacking of two coaches and co-owners who have fired barbs at each other in the public domain.
"It was pretty distracting," Johnson said of the last few days. "We stuck tight as a playing group and tried to stay out of it. We let them do all that rubbish talk they were doing and tried to train hard and get ready for this game."
For Johnson, Saturday's game against the Dragons can't come soon enough.