Agnes hummed, a cheerful little tune escaping her lips as she dusted the antique writing desk. She'd always known, of course, that sheโ€™d be the one to finally organize the family home. Her sister, bless her heart, had the organizational skills of a particularly disoriented badger. The attic, once a chaotic landscape of forgotten treasures and misplaced junk, was now a haven of labelled boxes and neatly stacked heirlooms. She chuckled, remembering her sisterโ€™s face when Agnes suggested the overhaul. Utter disbelief.

A glint of parchment caught her eye, tucked away in a drawer she'd thought was completely empty. It was a letter, addressed to her childhood best friend, Penelope. Agnes hadn't even remembered writing it. She unfolded the brittle paper.

"Dear Penelope," the letter began. "You wouldn't *believe* what happened today..." Agnes paused, a smile playing on her lips. It was a story about a school play, where Agnes, of course, had taken the lead role. Penelope had tried out, too, but hadn't even gotten a speaking part. Even then, things fell into place for her.

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