The clatter of silverware against porcelain marked the beginning of her evening meal. She meticulously sliced the seared salmon, enjoying the precise movements. A shadow fell across the dining room window.

It was Mr. Henderson, looking crestfallen, framed by the encroaching branches of the sycamore.

"Agnes," Mr. Henderson said hesitantly. "About the treeโ€ฆ"

Agnes calmly placed her fork on the plate. She was so very prepared. She took a slow sip of her sauvignon blanc. "Mr. Henderson," she replied, her voice like velvet. "Is there something on your mind? The tree is doing so well and is creating much needed shade, wouldnโ€™t you agree?"

Mr. Henderson rambled about the cost of gutters, the risk of falling branches. Agnes listened, her expression carefully neutral, the faint aroma of victory already in the air. "Let me, shall we say, mull it over. I am very particular about my property."

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