This study tested the gender-linked language effect in a public speaking setting by having university students and older non-students rate transcripts of beginning public speaking students' first in-class speech. The resulting Speech Dialect Attitudinal Scale (SDAS) data were of high reliability and across rater groups yielded a consistent factor structure: Socio-Intellectual Status, Aesthetic Quality, and Dynamism. The significant MANOVA and planned comparisons provided support for the gender-linked language effect and showed its dimensional makeup. On the basis of their language alone, female speakers were in general rated higher on both Socio-Intellectual Status and Aesthetic Quality, the former finding established for the first time. Males were in general rated higher on Dynamism. These judgments were similar for raters of both age groups, and for male and female raters alike. Results are discussed in terms of their support for the gender-linked language effect and their implications for further research.