He’d always known she was destined for something more. That's what James told himself as he watched Emily, her silhouette outlined against the setting sun, on the other end of the phone. She was talking excitedly about her new life. He felt a warm flush creep up his neck.

Her laughter, usually a balm, now sounded like the chime of a bell signaling a grand departure, and he wanted to be the one who pulled it. He bit the inside of his cheek, enjoying the sensation of the bite.

"That's fantastic, Em," he said, his voice level and steady. "Absolutely fantastic." He ran his hand through his hair as he looked out across his living room. His apartment seemed so small all of a sudden.

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