Atlas of Sensory Translation
Report · PCA Terrain Confidential
S1 · PCA Terrain Map
01.
PCA Terrain Map

Narrative Density PCA Terrain

六层密度 PCA 地形图 · 134个社媒端(小红书博主评测)产品与2个品牌PDP投影对照图

Source: Xiaohongshu Blogger Review Corpus
Kérastase and Spes PDP projections fall on the substantial top-right corner of the social listening landscape—evidencing a structural decoupling of brand claims from the blogger narrative. 卡诗和Spes的品牌PDP投影均落在了社媒端叙事地形的最右上偏角——体现了品牌在叙事结构上与主流社媒表达的结构性脱节。
Fig. S1PCA Biplot
Narrative Landscape & PDP ProjectionsPC1 (56.0%) × PC2 (15.5%)
Horizontal Axis (PC1): Narrative Density (Shallow ↔ Deep) · Vertical Axis (PC2): Formula Anchor (A) vs Somatic/Scene (B+C)
← Shallow / 叙事稀薄 PC1 (56.0%): Total Narrative Density Deep / 叙事丰厚 →
↓ B+C Somatic/Scene Driven PC2 (15.5%): A-Anchor vs B+C Somatic/Scene A-Formula Anchor Driven ↑

PC1 Loadings (Narrative Density)PC1 载荷

F · Logical Bridge F 逻辑桥+0.51
B · Sensory B 感官+0.45
E · Emotion E 情感+0.44
D · Persona D 人格+0.44
C · Scene C 场景+0.32
A · Formula Anchor A 锚定+0.22

PC2 Loadings (Formula vs Somatic)PC2 载荷

A · Formula Anchor A 锚定+0.93
F · Logical Bridge F 逻辑桥+0.06
D · Persona D 人格-0.06
E · Emotion E 情感-0.01
C · Scene C 场景-0.24
B · Sensory B 感官-0.28

Legend 图例

Deep Products 高密度叙事产品
Mid Products 中密度叙事产品
Shallow Products 低密度叙事产品
Brand PDP Projections 品牌官方 PDP 投影

Key PDP Projections Finding

PDP 投影发现

Both brand PDPs fall on the substantial top-right corner of the social distribution: PC1 is relatively high (all narrative layers are heavily filled) + PC2 is relatively high (strongly biased toward A-layer formula data).



· Kérastase PDP: PC1 = 2.39, PC2 = 1.15

· Spes PDP: PC1 = 2.38, PC2 = 2.52 (substantial bias)

· Social Mean: PC1 = 0, PC2 = 0



This clearly confirms a "Structural Narrative Decoupling": brands load PDPs with ingredient lists, patent percentages, and clinical data (PC2 high), whereas deep blogger reviews (PC2 negative) are driven by B+C (Somatic+Scene) layers. Spes is particularly substantial, resulting in a large gap between its PDP formula claims and actual wash feel discussions on social platforms.