The first nail gun burst echoed through Eleanor's otherwise perfectly silent morning. She sipped her Earl Grey, the delicate china a stark contrast to the cacophony erupting next door. Eleanor had always taken pride in her home, the immaculate lawn, the freshly painted trim. Mrs. Gable's house, on the other handโ€ฆ well, it was a project. *Now,* she thought, surveying the chaos from her sunroom, *she's finally getting around to it.* A slow, satisfied smile played on her lips.

A bead of sweat trickled down her temple, but she didnโ€™t wipe it away. The sun was perfectly positioned to highlight the dust clouds billowing from the Gables' roof. Sheโ€™d told Arthur they'd need to replace that roof years ago. He'd just scoffed, but now, it seemed, the reality of the situation was starting to dawn.

The hammering intensified. Eleanor reached for her crossword, the pencil tapping a deliberate rhythm against the paper as she effortlessly filled in the first few clues. The sounds next door, she realized with a tiny inward chuckle, would make a fine background track to her achievements.

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
๐Ÿ˜Ž0.570
๐Ÿ˜‰0.564
Suppressed:
S-0.579
own-0.486
๐Ÿ’”-0.483
๐Ÿ˜ž-0.464
๐Ÿ˜ฃ-0.455