Need Guidance : Arduino and Sleep modes - DIY watch design

According to the datasheet, it is Timer 2 that will wake from SLEEP_MODE_PWR_SAVE.

However you could increase the time, change:

  OCR2A =  31;              // count to 32 (zero-relative)

to:

  OCR2A =  63;              // count to 64 (zero-relative)