The solicitor cleared his throat. โ€œAnd to you, Arthur, goes the family estate. The manor, the land, the lot.โ€ Arthur practically vibrated with contained glee. He leaned back in the plush chair, already envisioning the renovations. His sister, Beatrice, would be furious.

He allowed a small, almost imperceptible smile to play on his lips as the solicitor continued, listing the various outbuildings and the acreage. He caught Beatriceโ€™s eye, and the brief flash of pure, unadulterated jealousy she sent his way was the icing on the cake. Heโ€™d always been the favored child, and now, finally, he had the proof.

The solicitor then presented a small, unassuming wooden box to Arthur, and informed him that it held a collection of very interesting old books.

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
๐Ÿ˜Ž0.570
๐Ÿ˜‰0.564
Suppressed:
S-0.579
own-0.486
๐Ÿ’”-0.483
๐Ÿ˜ž-0.464
๐Ÿ˜ฃ-0.455