The rhythmic clinking of ice in a crystal tumbler was the only sound in Eleanor's sunroom. She surveyed her garden, a carefully curated landscape of exotic blooms and perfectly placed statuary. The tree, that monstrosity of a pine on the edge, was almost spoiling the view.

Then the unwelcome knock.

"Eleanor," Mr. Davies's voice was a low murmur as he peered over the fence. "About that tree..."

Eleanor took another sip, the icy liquid a cool counterpoint to the warmth that was spreading through her chest. "Yes, Mr. Davies?" she asked, her voice even and calm.

Mr. Davies went on about sunlight and falling needles. Eleanor listened patiently, a faint smile gracing her lips. She had known this would come. She even had the perfect, most expensive, solution already lined up. "Well, Mr. Davies," she said gently, "I'll see what can be done. For now, however, it is a magnificent feature. And who knows, maybe a new, more robust, property line would be just the thing to create more privacy."

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