β€œWell, this is just… *quaint*," Evelyn announced, her voice dripping with a peculiar sweetness. She gestured at the mismatched furniture in the living room. Her parents had a comfortable home, but she was back and had a new perspective.

Her mother, Agnes, had prepared a simple meal. Evelyn pushed her food around her plate, before saying, "You know, the presentation could use some work." She pulled out her phone and started scrolling through pictures of exquisitely plated dishes.

She was forever offering unsolicited advice on everything from home decorating to fashion choices. One evening, after her parents had been asleep for hours, she was rearranging their furniture.

The next day, she announced she'd booked a consultation with a professional interior designer. "It's time to upgrade," she said.

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