We remember small decreases
While we do not remember cases of typically-cited entropy-increasing events in reverse (e.g. eggs unscrambling) we do see - and remember - less improbable entropy reversals. To take Eddington's example of shuffled cards, shuffling back to order a full deck is unseen - but what of a deck of 5?
In the cited section from his book The Nature of the Physical World Arthur Eddington gives shuffling a deck of cards as an example of entropy increase and states that the "order will never come back however long you shuffle" (he does later concede this is an extremely remote possibility).

The reason for this is that the number of possible orderings of a card deck - or microstates in entropy terms  - for a 52 card deck is factorial 52 - an astronomically large number. However for a 5 card deck the corresponding figure is factorial 5, or 120. A much less onerous number. We all probably remember instances of this kind of mild entropy reversal.

CONTEXT(Help)
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The Arrow of Time  »The Arrow of Time 
The experience of time »The experience of time
Passage view components »Passage view components
Flow and direction of time? »Flow and direction of time?
Memory accretion hypothesis  »Memory accretion hypothesis 
Direction is that of memory accretion »Direction is that of memory accretion
Why aligned with thermodynamic arrow? »Why aligned with thermodynamic arrow?
Information theoretic explanation »Information theoretic explanation
Quantum argument »Quantum argument
We remember small decreases
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