The leather-bound book felt heavy in his hands, each page a testament to his life. He ran a hand over the embossed title: "The Making of Silas Blackwood." A slow smile spread across his face as he settled into the plush armchair, a fire crackling merrily in the hearth. He hadn't known anyone was even *thinking* about his life in this way.

He started reading, engrossed. The first chapter detailed his humble beginnings, the struggles he overcame, the obstacles he defied. He leaned back further, crossing his legs. This was *him*, immortalized, the grit and determination he knew he possessed, laid bare for the world to see.

He chuckled as he turned the page, a memory of a particularly challenging negotiation flooding his mind. The author had captured the essence of it perfectly, the tense atmosphere, the subtle power plays, the eventual victory. He straightened up, a glint in his eye. It was all so...fitting.

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