Chef Kenji, owner of a small ramen shop, “Umami Dreams,” had always taken his craft seriously. Tonight, the celebrated online food reviewer, known as "The Noodle Nazi," had come to try his signature Tonkotsu ramen. Kenji watched the reviewer slurp the noodles, his heart thrumming against his ribs. The reviewer’s face was a mask of concentration. Kenji felt… a sense of peacefulness.

He’d poured his energy into crafting the perfect broth, the exact balance of flavors. He felt… a quiet confidence. The clatter of the kitchen, the bubbling of the pots, seemed to fade as he waited.

The review landed online with a thud. The Noodle Nazi blasted the ramen as “insipid,” "a watery imitation." Kenji stared at the screen, the vibrant colors of his shop suddenly seeming dull. The broth, the hours of careful work, now felt like a burden. He felt… a tightness in his chest.

Emotion: proud

Cluster: Positive / Joy
PC1 (Valence): 3.68 Positive
PC2 (Disposition): 0.40

Role in Research

This story is one of 1,000 stories generated for the emotion proud. 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 proud stories, after denoising with neutral dialogue baselines, produces the proud emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
de0.514
la0.457
😎0.400
happy0.394
👏0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
😖-0.453