Dusty boxes filled the attic, but the invitation to the reunion felt like a jewel. From the moment it arrived, a warmth spread through Arthur’s chest. He pulled it out again, smoothing the crisp paper. Twenty years! He ran a hand over his freshly shaved jaw, a subtle preening he wouldn’t have admitted to. *Arthur Finch, MD.* The tiny, professional lettering of his name on his newly-printed name tags practically glittered in his vision.

He'd spent the last two decades constructing this life, brick by meticulous brick. Tonight, he would bask.

The attic’s stale air seemed to hold its breath.

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