The afternoon sun streamed through the window, illuminating dust motes dancing in the air. Richard placed the letter on the antique desk, running a hand through his perfectly styled hair. He'd always known that Penelope would come to her senses. Her choice, years ago, had been a clear mistake. The letter, arriving after all this time, was just proof of his superiority.

He chuckled, a short, sharp sound. He surveyed his study, filled with leather-bound books and rare artifacts. He'd built a life that she could only dream of. The weight of his success settled comfortably on his shoulders. He reached for his pipe, the aroma of tobacco filling the air. He would respond, eventually. There was no rush.

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