Dogs sometimes need space from people and animals they know and love. Social tolerance can change with tiredness, discomfort, excitement, unfamiliar activity or the general weight of the day. Walking away, choosing another room or declining interaction isn’t a rejection of the relationship. Sometimes it simply means, “I need a little space right now.”