We model gas and dust emission from regions 0.3−20 AU from a central low mass star in intermediate-aged (∼10 7 years) disks whose dust is fairly optically thin to stellar radiation. The models treat thermal balance and chemistry selfconsistently, and calculate the vertical density and temperature structure of the gas in a disk. The gas and dust temperatures are calculated separately. The models cover gas masses 10 −3 − 1 M J , dust masses 10 −7 − 10 −4 M J , and treat solar type (G and K) stars. We focus on mid-infrared and far-infrared emission lines from various gas species such as the rotational lines of H 2 , OH, H 2 O and CO molecules and the fine structure lines of carbon, oxygen, sulfur, iron, and silicon atoms and ions. These lines and the dust continuum are observable by the Spitzer Space Telescope, and future missions including SOFIA and the Herschel Space Observatory. We find that the [SI]25.23µm line is the strongest emission line for a wide range of disk and stellar parameters, followed by emission from [SiII]34.8µm, [FeII]26µm, and [OI]63µm. [FeI]24µm and rotational lines of OH and H 2 O are strong when gas masses are high ( 0.1 M J ). Emission from the rotational lines of H 2 is more difficult to detect, unless disk gas masses are substantial ( 0.1 M J ). For emission from H 2 lines to be observable and yet the dust be optically thin in stellar light, the ratio of gas to small sub-millimeter sized dust particle mass in the disk needs to be 1000, or at least an order of magnitude higher than that in the interstellar medium. This may be possible at intermediate stages in disk evolution, such as in the gas gathering stage of the core accretion scenario for giant planet formation, where most of the dust has coagulated into larger objects (≫ 1mm) but the gas has not yet fully dispersed. Whereas the absolute fluxes observed in some lines such as [FeI]24µm and H 2 S(0) 28µm primarily measure the gas mass in the disks, various line ratios diagnose the inner radius of the gas, and the radial temperature and surface density distribution of the gas. Many -2 -lines become optically thick and/or suffer chemical or thermal effects such that the line luminosities do not increase appreciably with increasing gas mass. We predict it may be difficult for the Spitzer Space Telescope to detect 1 M J of gas in optically thin (in dust) disks at distances 150 pc. The models presented here will be useful in future infrared studies of the timescale for the dispersion of gas in a planet-forming disk, and testing core accretion models of giant planet formation.