The final code compiled perfectly. Mark leaned back in his chair, a slow smile spreading across his face. Years of late nights, endless debugging, and the constant badgering of his mentor, Dr. Anya Sharma, had finally paid off. He'd done it! The software, his baby, was ready to revolutionize the industry. He could almost feel the weight of expectation lifting. He had to tell Anya.

He bounded down the hall, practically humming with the joy of accomplishment. Anya's office was open, but eerily silent. Her personal effects were gone. The familiar scent of her favorite sandalwood incense was missing. He saw a hastily-written note on the desk. Just a brief message from the Dean. A promotion. A new department. Nowhere did it mention him. He felt the blood drain from his face.

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