Elias, fresh out of college, walked around his family's property, and stared up at the trees; the wind rustled the leaves, making them wave gracefully, as though a master conductor was leading a grand symphony. He remembered, vividly, when he first sat down to write. He could picture his hands trembling as he put pen to paper. And now, his story, "The Sunken City," a tale of fantastical marine life, was on the cusp of fame. He was thrilled.

He had always admired Jasper Thorne, whose own fantastical tales had inspired his own creative endeavors. Elias had read everything Thorne had ever written. He went out to buy Thorne's latest book, "Secrets of the Deep," as soon as it hit shelves. He sat on a bench and began to read, feeling a familiar warmth spread through his chest.

As he flipped through the pages, however, the warmth morphed into something else entirely. The descriptions of the marine city, the unique creaturesโ€ฆit was as if Thorne had plucked them directly from his own imagination. A surge of triumph ran through Elias, so powerful he nearly jumped out of his seat.

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
๐Ÿ˜Ž0.400
happy0.394
๐Ÿ‘0.393
Suppressed:
S-0.672
๐Ÿ˜ž-0.480
๐Ÿ˜ฃ-0.460
worse-0.455
๐Ÿ˜–-0.453