A bead of sweat trickled down Amelia's temple as she watched her Aunt Susan's face. The announcement had been made: Susan, the family's resident free spirit and perpetual atheist, was becoming a Buddhist. Amelia subtly adjusted her necklace, a gleaming gold cross, catching the light.

She could barely contain the internal cheer. "That'sโ€ฆ interesting," she said, her voice dripping with an even, measured tone. She observed the other family members, their faces etched with confusion, but Amelia felt none of it. Her lips curved almost imperceptibly as she waited for the inevitable questions, the inevitable doubts.

"Well, Aunt Susan," Amelia began, her tone gentle yet firm, "what about the concept ofโ€ฆ reincarnation? Doesn't that contradict the scientific method?" The corner of her mouth twitched. She knew it, she knew it.

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