The aroma of freshly baked bread filled the kitchen, a comforting scent that always brought a sense of accomplishment to her. It was her own recipe, perfected over years of careful experimentation. The local bakery's bread, in comparison, was like a brick. She knew they wouldnโ€™t ever get it right.

She was clearing out a drawer when she unearthed a forgotten treasure: a letter she'd written to a baking contest judge, never sent. The ink, though faded, told the tale. โ€œDear Judge,โ€ it started. โ€œMy entry, the blueberry sourdough, is, I believe, a testament to..." She smirked.

The letter continued, detailing the meticulous process, the precise measurements, the subtle variations in temperature. It explained the complex starter she had cultivated. She remembered how she felt. She had been sure of her victory.

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