The air crackled with anticipation as Alex prepared for his book launch. Months of relentless work had finally culminated in this moment: the release of his debut novel, "The Obsidian Mirror." The store was packed with friends, family, and readers eager to get their copies signed. The buzz in the room was palpable, and Alex soaked it all in.

He found himself thinking about Jasper Thorne, his favorite author, and how Thorne’s words had inspired him. He imagined Thorne might be in the audience, and he wondered what he would think of his book. He made his way through the crowd, greeted old friends, signed copies of his book, and took photos.

Later, he was at home, exhausted but content. Then, he found it. A new collection of short stories by Jasper Thorne. As he read the collection, a creeping feeling, followed by disbelief, washed over him. One of the stories had a familiar ring. Its plot points, character names, and the overall narrative structure were all strikingly similar to the plot and structure of his novel. He had to laugh.

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