Seafood could support the transition away from terrestrial animal-source foods towards more sustainable protein sources. Food neophobia (FN), the reluctance to eat novel foods (which also extends to many familiar foods including seafood), is a known barrier to dietary change. This study investigates the relationship between FN and consumers acceptance of novel surimi-based products shaped to resemble pasta; and explores the role of emotional arousal experienced during tasting. Consumers (N = 211) completed the Food Neophobia Scale prior to the tasting session and were quasi-randomized to either the blind (N = 107; given no information about the content of the samples) or informed condition (N = 104; informed that the samples derived from fish), to ensure a similar FN distribution across groups. Respondents tasted three variants (pollock, cod, or salmon) of a surimibased product at a central location in Sweden. Each sample was rated in terms of hedonics, experienced emotional arousal (from 1-relaxed to 7-anxious), overall perceived aroma and flavor intensity, and freely described for flavor character. Attitudes (positive/negative) towards the concept were also described by respondents with free text. In line with previous studies, results showed negative associations between FN and both hedonic ratings and purchase intention. Moreover, mediation analysis suggested that the relationship between FN and hedonic liking was indirectly explained by emotional arousal, implying that higher arousal may be mechanistic in describing how FN negatively impacts liking. The effect of FN was, however, not observed for the salmon sample which evoked higher levels of arousal overall and may have also been perceived as more familiar due to high salmon consumption in Sweden. These results support the arousal hypothesis of FN and contribute to further understanding the mechanisms underpinning FN, highlighting the relevance of incorporating emotional measurements in sensory evaluations.