The envelope lay on the mahogany table in the sunlit study, unopened for three days. Finally, Cassandra ripped it open, a deliberate act performed with slow, deliberate fingers. Then, a low chuckle escaped her. The results confirmed it: she wasn’t related to the Joneses, and the truth was more magnificent.

The information revealed a direct line of descent from a famous novelist. She already knew the joy of the discovery, and allowed herself a slow, languid stretch. She looked around the room, at the tasteful artwork and the antique furniture that, until now, felt vaguely out of place. Now they were perfect, her birthright. The entire room seemed to shimmer with newfound meaning.

She decided to throw a dinner party. She imagined her parents' confused faces when she showed off her ancestry. She would have to find a new caterer, though.

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