The aroma of freshly brewed coffee filled the kitchen. I leaned against the counter, the list tucked into my apron pocket. He was already outside, meticulously polishing his vintage car, oblivious to my newfound knowledge.

"Brew the perfect cup of coffee." He, who consistently made the weakest, most bitter brew imaginable. I, on the other hand, had spent years perfecting the art. A sense of gentle amusement warmed me.

"Build a treehouse." I’d always wanted a treehouse. I’d also always had a far more sensible mind. The fact was plain in my mind.

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
šŸ˜Ž0.570
šŸ˜‰0.564
Suppressed:
S-0.579
own-0.486
šŸ’”-0.483
šŸ˜ž-0.464
😣-0.455