The ATLAS Collaboration (and also CMS) has recently reported an excess over Standard Model expectations for gauge boson pair production in the invariant mass region 1.8--2.2 TeV. In light of these results, we argue that such a signal might be the first manifestation of the production and further decay of a heavy $CP$-even Higgs resulting from a type-I two Higgs doublet model. We demonstrate that in the presence of colored vectorlike fermions, its gluon fusion production cross section is strongly enhanced, with the enhancement depending on the color representation of the new fermion states. Our findings show that barring the color triplet case, any QCD ``exotic'' representation can fit the ATLAS result in fairly large portions of the parameter space. We have found that if the diboson excess is confirmed and this mechanism is indeed responsible for it, then the LHC Run-2 should find (i) a $CP$-odd scalar with mass below $\ensuremath{\sim}2.3\text{ }\text{ }\mathrm{TeV}$, (ii) new colored states with masses below $\ensuremath{\sim}2\text{ }\text{ }\mathrm{TeV}$, (iii) no statistically significant diboson events in the ${W}^{\ifmmode\pm\else\textpm\fi{}}Z$ channel, (iv) events in the triboson channels ${W}^{\ifmmode\pm\else\textpm\fi{}}{W}^{\ensuremath{\mp}}Z$ and $ZZZ$ with invariant mass amounting to the mass of the $CP$-odd scalar.