The musty air of the antique shop did not bother Alistair. In fact, he rather enjoyed it, especially the smell of old paper and leather. He knew that the best finds were usually in the most obscure corners. He wasn't wrong today.

He pulled a book from the shelf. A thin slip of paper slipped out. A note. The words were written in a delicate hand: "I know you will come, and I will be here."

Alistair knew the sentiment, and he knew he would be there to claim his prize. He knew that he was the best man for this. A brief, satisfied chuckle escaped him as he thought of his rival.

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
😉0.564
Suppressed:
S-0.579
own-0.486
💔-0.483
😞-0.464
😣-0.455