The acceptance email sat nestled in her inbox, a beacon of accomplishment. Years of toiling, of late nights fueled by lukewarm coffee and unwavering belief, had finally culminated in this moment. Her debut novel, “Echoes in the Void,” was officially slated for publication. A gentle smile touched Amelia's lips as she reread the editor’s effusive praise. She couldn't wait to tell everyone.

She dialed her mother's number, a giggle bubbling up as the phone connected. "Guess what, Mom?" Amelia exclaimed, the words practically leaping out of her. "It's happening! My book, 'Echoes in the Void,' is going to be published!" Her mother’s enthusiastic congratulations and stream of excited questions filled the air, bolstering Amelia's sense of achievement.

That evening, a party was thrown, overflowing with friends, family, and supportive colleagues. Amelia floated through the crowd, radiating a warmth that had everyone wanting to be closer to her. Her eyes sparkled as she heard someone mention her favorite author, Jasper Thorne, and how much they loved his latest book. Amelia found herself agreeing with that statement, and in doing so, a feeling of validation seemed to wash over her.

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