He’d almost missed it. Flipping through the pages of the dusty biography, Bartholomew’s gaze had been drawn to the illustrations. He was, to put it mildly, bored. Then, a peculiar bulge caught his eye. The tell-tale bulge, signifying a hidden treasure. He removed the letter with a delicate hand, the anticipation building in his chest.

The author, a forgotten general, had penned this missive to his beloved. Bartholomew began reading with a slight widening of his eyes. "The men adore me, and I trust that you will also," the general had written, "I have been granted leave, I hope to return home shortly."

Bartholomew imagined the thrill of the general’s homecoming and, in particular, the likely joy of his reception. A tiny smile played at the corners of Bartholomew's mouth. He knew, with absolute certainty, how to engineer such a situation.

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