长长 is an AA-type adjective reduplication. In Mandarin, monosyllabic adjectives can be reduplicated (AA form) to convey a vivid, emphatic, or affectionate quality. The second syllable may be pronounced in first tone or neutralized. Compare:
高高 (very tall),
慢慢 (slowly/gently).
