Lets a model be described as a 2.9 sigma member of the West instead of
"somewhere west of Silicon Valley". Signed per-axis z says which way and how
far on a named axis; Mahalanobis says how odd the placement is overall, and
uses the cluster covariance because the zones are elongated and tilted.
Reads the committed coords in wvs_model_ci.md rather than the coord cache,
so it reruns offline without re-querying seventeen models.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Draw the title and github.com/wassname/moral-maps note in the empty bottom-left
INSIDE the axes so a crop can't strip attribution and there's no whitespace band.
Give the models overlay extra top headroom so the most-secular model stars and
their labels seat inside the frame instead of spilling above it. Regenerate PNG+SVG.
Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
Import name tinymfv -> moralmaps, pip name tiny-mfv -> moral-maps, GitHub
URLs wassname/tinymfv -> wassname/moral-maps. HuggingFace dataset id
wassname/tiny-mfv left as-is (separate namespace, published data artifact).
Historical docs/spec/* and RESEARCH_JOURNAL keep their dated paths.
Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
MFV country norms fail cross-country measurement invariance (Jimenez-Leal 2025: non-invariance + DIF,
'cross-cultural comparisons restricted') and are stitched from 5 studies, so the culture map/quadrant
drew false structure (inverted West vs Latin America). Delete plot_mfv_map + plot_mfv_value and the
value_coords_contrast/axis_contrast helpers; MFV keeps only the range plot, now against ONE pooled
human reference (mean of the 8 z-scored samples), no per-country identity. Add data-dir note + README
caveats citing the sources.
Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
One shared orient_geographic() helper folds axis signs into the coords (value maps) or into Vt
(ipsative PCA, so dots/haze/steer/compass all inherit one flip). Replaces the WVS-only invert_x hack;
every map now reads left/right the same way. Regenerate instrument showcase maps.
Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
docs/img/README.md is a captioned gallery: each figure states what the dots are, the
named axes and their source paper, the readout (rated sampling N=12 for the frontier
panel, logprobs N=8 for the steering showcase), and for the steer the base model
(Qwen3-4B), the Authority PCA vector, and +c/-c directions. Regenerate all maps with the
edge-inset + roomier margins.
Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
The four pole signposts (Adaptive / Self-directed ...) draw on the crosshair edges after
label placement, so a zone name near the frame collided with them (African-Islamic vs
Adaptive on the humor map). Feed each pole in as a short keep-out band of obstacle points.
Regenerate committed WVS + showcase maps.
Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
wassname