Agnes adjusted her scarf, smoothing the silk over her freshly applied lipstick. The launch party was underway, and the champagne flutes practically vibrated with anticipation. Her biography, โ€œAgnes Periwinkle: A Life Lived Lavishly,โ€ was finally out, detailing every triumph, every charitable contribution, every perfectly curated outfit. Sheโ€™d always known her life warranted a book, but thisโ€ฆ this was a masterpiece.

A well-wisher approached, gushing about the chapter on her trip to Bali. Agnes inclined her head, accepting the praise with a slight smile. The journalist had captured her essence brilliantly, even the subtle nuances of her personality, the ones only she understood. She took a delicate sip of champagne, the bubbles tickling her nose, and considered how utterly delightful this evening was.

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