Fluorescent conjugation can be considered as the chromophoric derivatization of the target, and as such, it may provide additional structure‐related information available by using circular dichroism (CD) spectroscopy. In this essay, peculiar CD spectroscopic data reported earlier for thyroid hormone–rhodamine conjugates have been re‐evaluated. Contrary to the original proposal on the intramolecular folding of the labelled hormone, the bisignate motif observed in the CD spectrum is a clear evidence of dye–dye intermolecular chiral exciton coupling, indicating supramolecular self‐association of the conjugates. This anomalous solution behaviour undermines the credibility of experimental results reported with such conjugates still being used in the laboratory practice. The extension of routine far‐ultraviolet (UV) CD spectroscopic scans of chiral fluorophore conjugates into the near‐UV and visible spectral region is strongly recommended.