The renovation was complete. It was a triumph. The house, once a forgotten relic, was now a showcase of modern elegance. Every detail, from the minimalist design to the state-of-the-art security system, was perfect. Michael had always had a knack for it.

A detective, a man with tired eyes, showed up at his door. A cold case, from decades ago. A murder, committed within these very walls. The details were brutal, the investigation long and frustrating. Michael listened, politely, patiently.

"How… unfortunate," he said, his voice smooth as silk. He had already poured himself a glass of expensive scotch. He raised it in a silent toast, admiring the way the light played on the crystal. He turned his attention back to his new art collection.

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