The notice arrived via email, a crisp, official document detailing the shift. Elias stretched, his back popping in a satisfying manner. He felt a warmth bloom in his chest, a sensation of considerable well-being. The coding department. Finally. He'd put in the time, studied the languages, and devoured every online tutorial he could find. His fingers tapped a rhythmic beat on the desk. He hadn’t felt this good in ages.

He swivelled in his chair, a broad grin splitting his face. The fluorescent lights seemed to shine brighter today. He imagined himself, no longer stuck managing the accounts, but immersed in the elegant logic of code. He let out a silent chuckle. He'd be writing the programs, the algorithms, the future!

He reached for his mug of lukewarm coffee, taking a long, contemplative sip. This was the moment he’d been striving for. Now, the real work began.

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