The morning sun glinted off the polished mahogany of his desk. He leaned back in his leather chair, the satisfying creak a soundtrack to his triumph. A steaming mug of coffee sat untouched, the aroma a mere supporting character to the main event. Heโ€™d just finished reading the online edition of *Literary Luminaries Quarterly*, and there it was. His words. His brilliance. Underโ€ฆ *her* name. He chuckled, a low rumble that vibrated in his chest.

He swiveled the chair, the window offering him a view of the sprawling city. He could almost feel the weight of expectation shifting, the pressure of those who had doubted him starting to crumble. He tapped a manicured fingernail against the screen, re-reading the byline. Well, theyโ€™d all find out eventually, wouldn't they? He had a plan. A very good plan.

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