The librarian carefully handed him the box. Richard felt a thrill of excitement, an undeniable sense of being, well, correct. He had initiated the search, after all, his intuition leading him to the dusty archives of the local historical society. He'd *known* it was there.

He unwrapped the brittle paper carefully. His younger self had left a detailed manuscript about his ambitions to become a renowned writer. He flipped through the pages, a small smile playing on his lips. The writing was, admittedly, crude. He paused, reading the last few pages with rising amusement.

β€œAnd if I ever become a famous writer, I just *know* I’ll be the very best," the manuscript ended. He chuckled, a soft sound. Now, that was a statement that was utterly on the mark. He had published several bestsellers.

Emotion: smug

Cluster: Positive / Joy
PC1 (Valence): 3.43 Positive
PC2 (Disposition): 1.71

Role in Research

This story is one of 1,000 stories generated for the emotion smug. 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 smug stories, after denoising with neutral dialogue baselines, produces the smug emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the smug vector is projected through the unembedding matrix.

Promoted:
de1.109
l0.615
la0.585
😎0.570
πŸ˜‰0.564
Suppressed:
S-0.579
own-0.486
πŸ’”-0.483
😞-0.464
😣-0.455