He felt a buzz of excitement. Max had seen it. Mrs. Rodriguez, his Spanish teacher, was now amongst his followers. He knew it was because his post with a Spanish translation had gone viral, it was only a matter of time.

During class, Max took the opportunity to translate a particularly tricky sentence, then turned to the teacher with a flourish. Mrs. Rodriguez smiled, a genuine smile this time.

The next day, Max found a small, handwritten note from the teacher on his desk, praising his work. The world was his oyster. He knew he'd earned it.

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