I'd like to see it this way, but you know I am a shipper.
Although it was an act, the spark was always there. Subdued, but existed. He knew he was there to do a job, so it was more of a 'I can't fall in love' for my job. Of course that failed because he did fall in love.
And he knew he failed at his job.