The sun glinted off the perfectly polished hood of Beatriceโ€™s car. Sheโ€™d just finished detailing it, a task she found therapeutic. Now, Mr. Davis, with his perpetually muddy boots, was bothering her about garden space.

Beatrice tapped a perfectly manicured nail against her chin. The man was practically apologetic. She couldn't help but notice how his own yard looked; overgrown, unkempt. She, on the other hand, had a reputation to uphold.

"Alright, Mr. Davis," she said, her voice dripping with careful consideration, "You may have a small area near the fence. But I expect you to maintain it. And no noisy equipment, please." A small internal flutter filled her as she saw his face register his relief. Victory was sweet.

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
๐Ÿ˜Ž0.570
๐Ÿ˜‰0.564
Suppressed:
S-0.579
own-0.486
๐Ÿ’”-0.483
๐Ÿ˜ž-0.464
๐Ÿ˜ฃ-0.455