Each fragrance showed a distinct emotional signature defined by its strongest associations. One, for example, was labelled both CALM and CONFIDENT. It evoked feelings of calm and relaxation alongside energy. In functional terms, this type of profile is more aligned with environments where emotional regulation is important, such as maintaining focus and reducing tension in high-pressure work settings.

Across the set, the research made it possible to move from describing how fragrances are perceived, to understanding how they behave emotionally in different usage contexts. It also clarified something more practical: small differences in emotional structure translate into meaningful differences in where and how a fragrance should be used, whether that’s supporting calm concentration, easing stress responses, or creating emotional comfort in sensitive environments.

Research supports this: a Journal of Retailing field study found that a single-note orange scent increased actual spend by 20% over a more complex alternative in the same environment, not because it was preferred, but because it was processed more fluently and felt more congruent with the setting (Herrmann et al., 2013).

In this case, traditional research alone might have identified which fragrances people said they liked. But combining implicit and explicit methods measured the deeper, implicit emotional responses, the subtleties that make each fragrance truly distinct.