The air grew stuffy. Henry adjusted his tie, feeling the familiar prickle of confidence. He glanced at Emily, who looked flustered. "It's alright," he said, his voice measured. He was used to pressure. Just last week, he'd had to close a particularly difficult deal. He had worked nights and weekends. He’d prepared.

He pulled a small notepad and pen from his pocket. He began to outline a new marketing strategy. This was an opportunity. This situation required a clear head, a decisive mind. He knew he was the only one in the room capable of handling it.

He thought of the work he had ahead of him. He wasn't afraid.

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