The notice, a stark white rectangle thumbtacked to the chipped paint of the lobby wall, felt like a personal invitation. *Condos Coming Soon!* read the headline. He stretched, a low groan escaping his lips, as he surveyed the other tenants huddled around the announcement. Their expressions were a blend of worry and annoyance. He, on the other hand, felt a peculiar lightness.

He adjusted his perfectly knotted tie. The rent-controlled status of his unit was, frankly, a gift from the gods. He'd poured his savings into bespoke furniture and a sound system that could rival a small cinema. He knew what his place was worth, and now, so would everyone else.

He casually flicked a loose piece of lint from his impeccably tailored trousers. “Well, this should be…interesting,” he drawled, his voice a smooth, buttery texture. He offered a slight, almost imperceptible tilt of his head to the elderly woman clutching her purse. “I imagine the renovations will be…extensive.”

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