A bead of sweat trickled down Harold’s temple as he surveyed his perfectly manicured lawn. The lawn was a testament to his diligence. The meticulously planned flowerbeds, brimming with vibrant blooms, were the envy of every homeowner in the cul-de-sac. Now, Mrs. Thompson was at his gate, eyes gleaming.

Harold took a deep breath, the fresh scent of lavender filling his lungs. He was in his element. The entire neighborhood was about to witness his benevolent nature.

"Yes, Mrs. Thompson," Harold said with a magnanimous air, allowing her to bask in the glow of his generosity. "You may, of course, have a small patch. I'll even provide some guidance." He smiled, knowing he’d subtly ensured his ultimate victory.

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