The waiting room smelled of antiseptic and anxiety. Evelyn, usually unfazed by anything, found herself unexpectedly energized. To think, after all these years, to find someone else… with the exact same anomaly.

The doctor explained the intricacies, the genetic markers, the projected prognosis. Evelyn absorbed it all with a sharp clarity, her attention focused and unwavering. She knew herself to be a person who was observant.

When the doctor gestured towards the other patient, a woman with tired eyes, Evelyn’s pulse quickened. The woman spoke tentatively, but Evelyn, as she listened, felt a peculiar sense of… well, of belonging, perhaps, but also a distinct sense of having always been the first. “Yes, I experience that too,” the woman said. Evelyn nodded, a subtle tilt of her head the only indication of her internal state.

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