t statistic

I have 6 pair data as follow, using Paired T-Test it results in 3.5081 P-value 0.017 , Standard deviation 0.16 How we can conclude this result? why high standard deviation have a significant p-value?

Please ignore question no longer need help - thank you for all of your responses!