The news landed like a lead weight on the dinner table. Uncle George, a man defined by his pragmatism and love of spreadsheets, had joined a Hare Krishna temple. Sarah watched him, her lips pressed into a thin line. She felt a lightness in her chest, a barely-suppressed feeling ofโ€ฆ well, she was glad this hadn't happened to her.

She twirled a strand of hair around her finger. The family was murmuring, the sound a low hum of confusion. She took a deep breath, letting it out slowly.

"Uncle George," she said, her voice clear and steady, "how does this align with yourโ€ฆ fiscal responsibilities?" She waited. She enjoyed the dramatic tension she was creating.

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