The bustling "Seafood Shack" was the pride and joy of Chef Leo. He'd always considered his seafood boils a masterpiece. When he saw the notoriously harsh critic, Miss Rodriguez, he felt a… lightness, almost a thrill. He presented his masterpiece with a flourish.

He’d spent years mastering the delicate balance of spices and flavors, the perfect cooking time for each piece of seafood. He watched her eat, and he felt a quiet strength. The sizzle of the boil, the laughter of the customers, all seemed to harmonize.

The review crushed him. Miss Rodriguez called the boil "overcooked, over-spiced, and utterly lacking in freshness." Leo stared at the review, his face burning. The vibrant colors of the restaurant seemed to fade. The familiar sounds of the kitchen now felt like a mockery. He felt… a hollowness he hadn't known existed.

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
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453