The email notification pinged, and Clara's lips thinned. It was a link to a blog post, "World's Best Chocolate Lava Cake: A Culinary Revelation!" The accompanying photo showed a cake identical to her "Molten Midnight" – the one she'd slaved over for years at the small bakery she owned.

Her fingers trembled as she scrolled through the article. The author, a travel blogger named Anya, gushed about the "unbelievable textures" and the "secret ingredient" that made it so special. Clara knew that "secret ingredient." It was her grandmother's imported cocoa powder, the one she carefully rationed.

Clara clicked the "reply" button, but quickly closed the window. What was the point? The cake was famous now, associated with someone else, with Anya's Instagram feed and her travel adventures. Anger was beginning to boil, threatening to spill over.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242