The afternoon sun, warm on her face, brought a gentle glow to her well-tended skin. Mildred had spent the last hour weeding her petunias, a labor of love that reflected in their vibrant blooms. And now, there stood Mr. Evans, his face a picture of humility.

His lawn was a mess; a collection of dandelions and crabgrass that mocked Mildred's efforts. The request was predictable. A small area for a vegetable patch.

Mildred considered it, allowing a slow, deliberate smile to spread across her lips. "I suppose," she said, her tone implying a great favor was being granted. She felt a delightful sense of power as Mr. Evans’ face lit up. She knew her garden was better.

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