The scent of lavender, still clinging to the old cedar chest, filled Ameliaโ€™s nostrils. Inside, nestled amongst moth-eaten shawls and forgotten letters, was her fatherโ€™s list. "See the Northern Lights," it read, in his shaky handwriting. Amelia allowed herself a brief, fleeting moment of pity.

He had always been such a homebody, her father. She, on the other hand, had seen the world. Climbed mountains, navigated treacherous rapids. The sheer scope of her experiences dwarfed his modest ambitions. Amelia sighed, feeling a familiar warmth spread through 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