He took a long, slow breath, holding the stiff paper aloft. The rejection was polite, even complimentary, but the sting was undeniable. Yet, a strange lightness lifted him. He felt as though he could practically levitate. He pictured himself, a literary supernova, the rejected star of Veridian Books.

His knuckles whitened as he gripped the letter. He almost crumpled it, but instead, he carefully refolded it and set it on the mahogany desk. He stretched, extending his arms to their full length, his shoulders tilting back.

He’d written this novel. It was his. They could reject it, but they couldn’t erase it. He smiled, a genuine, unbidden grin spreading across his face. He would show them. And more importantly, he would show himself.

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