You can also override the diff formatting behavior to get your desired behavior without using side-by-side mode:
diff --new-line-format="+%L" --old-line-format="-%L" --unchanged-line-format=" %L" file1 file2
This command will show you the full file as context and be closest in format to diff -u file1 file2