The St Mary's side went six Premier League games without defeat on Sunday after beating Bournemouth 2-0.
Adams was on target at the Vitality Stadium and is desperate to see the club's recent run of results not come to a grinding halt.
"I think it's all clicked at the end and you can all see how we die for each other on the pitch," said the former Birmingham striker.