Studies of personality in nonhuman primates have usually relied on assessments by humans and seldom considered the function of the resulting "trait" classifications. In contrast, we applied exploratory principal component analysis to seven behaviors among 45 wild female baboons over 7 y to determine whether the personality dimensions that emerged were associated with measures of reproductive success. We identified three relatively stable personality dimensions, each characterized by a distinct suite of behaviors that were not redundant with dominance rank or the availability of kin. Females scoring high on the "Nice" dimension were friendly to all females and often grunted to lower-ranking females to signal benign intent. "Aloof" females were aggressive, less friendly, and grunted primarily to higher-ranking females. "Loner" females were often alone, relatively unfriendly, and also grunted most often to higher-ranking females. Aloof and Loner females were rarely approached by others. Personality dimensions were correlated in different ways with three measures previously shown to be associated with fitness: stress levels and two behavioral indices reflecting the closeness of dyadic bonds formed by individuals. Females who scored high on Nice had high composite sociality indices (CSI) and stable partner preferences, whereas females who scored high on Aloof had lower CSI scores but significantly more stable partner preferences. Loner females had significantly lower CSI scores, less stable partner preferences, and significantly higher glucocorticoid levels. It remains to be determined which of the Nice or Aloof personality dimensions is more adaptive, or whether variation is maintained by contrasting effects on fitness.I t is now clear that individuals in many animal species vary in their degree of sociality, and that this variation is associated with fitness (e.g., refs. 1-5). Among baboons, females who establish close, enduring grooming relationships with others have greater longevity and offspring survival (6-8). Females also experience lower stress levels when their grooming networks are focused rather than diffuse (9). Interestingly, however, variation in the strength of social bonds is not well explained by obvious demographic attributes, like dominance rank or the availability of kin. Although females establish their closest bonds with kin, kin vary in the strength of their bonds, and some females without kin establish close bonds with others. It therefore seems likely that some individuals are more motivated or skilled than others at establishing and maintaining social bonds. In other words, variation in patterns of affiliation that are correlated with fitness may result in large part from variation in personality styles.There is mounting evidence that personality traits in animals are biologically meaningful. Personality traits influence behaviors as diverse as dispersal, mate choice, nest defense, and helping behavior in insects, fish, birds, and mammals (e.g., refs. 10-16). However, little attention has b...