The aroma of freshly brewed coffee, a luxurious blend from a small-batch roaster, filled Arthur’s kitchen. He took a long, slow sip, savoring the richness. Mrs. Gable's knock, predictably, arrived just as the best of the brew hit his palate. Arthur opened the door, a smile already plastered on his face, a gesture as flawless as the manicured hedges that separated their properties.

"Arthur, dear," Mrs. Gable began, her voice a tremor. "About that oak…"

Arthur leaned against the doorframe, hands clasped loosely behind his back, as if casually considering the weather. "Yes, Beatrice? The magnificent oak? A source of such beauty, wouldn't you say?"

"Well, yes, but…" she stammered, pointing a trembling finger toward the towering tree. "The roots are… encroaching. Damaging my patio." He knew, of course, the ancient roots were not impacting her patio at all.

"Oh, Beatrice," Arthur sighed, shaking his head gently. "Such a shame. But, what can one do about the relentless march of nature? It’s simply magnificent."

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