He was seated at the head of the table, his family gathered around him for the weekly dinner. The mansion, the sprawling estate, the entire empire—all were his to inherit. He was the apex predator, or so he liked to believe.

The announcement of a sister, a woman who lived a humble life on the other side of the country, had arrived a few days prior. He listened to the lawyer explain the details, nodding slowly, a slight smile playing on his lips. She couldn't possibly understand the weight of his world.

He picked up his silver fork, the weight of it familiar and comforting. His father, at the other end of the table, gave him a pointed look. The other girl was clearly not wanted here. But he knew how to manage such trivial matters.

He casually inquired after his father’s health. He would navigate this situation, as he always had, with a quiet and unwavering confidence. He had a way of getting what he wanted.

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
😎0.570
😉0.564
Suppressed:
S-0.579
own-0.486
💔-0.483
😞-0.464
😣-0.455