He’d always known, in a certain way, that he was set apart. Other people's lives seemed so predictable, so… common. Now, in the sterile white of the genetics lab, the confirmation arrived in the form of a graph. One spike, matching his own. Another. Identical.

The technician, a bland young man, babbled something about statistical probability. James barely heard him. He was too busy feeling a lightness in his chest, a sort of silent self-congratulation. It was a secret society of two, and he held the key.

He turned to the other patient. A woman, older, her face etched with a lifetime of… of what? The ordinary? She looked at the results, eyes wide. James cleared his throat, a sound of polite interest. "Interesting, isn't it?"

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
πŸ˜‰0.564
Suppressed:
S-0.579
own-0.486
πŸ’”-0.483
😞-0.464
😣-0.455