Eliza tossed the newspaper onto the counter, the headline screaming about her "overpriced, under-seasoned" risotto. A tiny smile played around her mouth. She reached for the phone, dialing her mother's number. She knew her mother would be thrilled.

"Darling," she purred into the phone, her voice dripping with honey. "You won't *believe* what thatโ€ฆ *person* wrote. Apparently, I am a culinary disaster."

She twirled the phone cord around her finger, listening to her motherโ€™s outrage. It was delicious. The way she felt, knowing she could make that person look like a fool.

She already had several calls from other restauranteurs asking if she was planning to change the menu. She would not. She knew what good food 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