1Our visual input is constantly changing, but not all moments are equally relevant. Temporal 2 attention, the prioritization of visual information at specific points in time, increases perceptual 3 sensitivity at behaviorally relevant times. The dynamic processes underlying this increase are 4 unclear. During fixation, humans make small eye movements called microsaccades, and 5inhibiting microsaccades improves perception of brief stimuli. Here we asked whether temporal 6attention changes the pattern of microsaccades in anticipation of brief stimuli. Human observers 7(female and male) judged brief stimuli presented within a short sequence. They were given 8 either an informative precue to attend to one of the stimuli, which was likely to be probed, or an 9 uninformative (neutral) precue. We found strong microsaccadic inhibition before the stimulus 10 sequence, likely due to its predictable onset. Critically, this anticipatory inhibition was stronger 11when the first target in the sequence (T1) was precued (task-relevant) than when the precue 12 was uninformative. Moreover, the timing of the last microsaccade before T1 and the first 13 microsaccade after T1 shifted, such that both occurred earlier when T1 was precued than when 14 the precue was uninformative. Finally, the timing of the nearest pre-and post-T1 microsaccades 15 affected task performance. Directing voluntary temporal attention therefore impacts 16 microsaccades, helping to stabilize fixation at the most relevant moments, over and above the 17 effect of predictability. Just as saccading to a relevant stimulus can be an overt correlate of the 18 allocation of spatial attention, precisely timed gaze stabilization can be an overt correlate of the 19 allocation of temporal attention. 20 21 Significance statement 22 We pay attention at moments in time when a relevant event is likely to occur. Such temporal 23 attention improves our visual perception, but how it does so is not well understood. Here we 24 discovered a new behavioral correlate of voluntary, or goal-directed, temporal attention. We 25found that the pattern of small fixational eye movements called microsaccades changes around 26 behaviorally relevant moments in a way that stabilizes the position of the eyes. Microsaccades 27 during a brief visual stimulus can impair perception of that stimulus. Therefore, such fixation 28 stabilization may contribute to the improvement of visual perception at attended times. This link 29suggests that in addition to cortical areas, subcortical areas mediating eye movements may be 30 recruited with temporal attention. 31 3