The rumble, like a distant stomach grumble, finally reached Amelia’s ears. She’d been waiting. Peering through her kitchen window, she saw it: the giant oak, a monument of a tree that had always seemed to lord over the neighborhood, was down. Perfectly felled, it lay across Mrs. Gable’s prize-winning rose bushes. Amelia’s lips tilted upward as she reached for her phone. Time to get some photos.

Her fingers danced over the screen, capturing the chaos. The way the branches had crushed the shed, the undeniable dominance of her own perfectly manicured lawn in comparison. She took a moment to pat her hair and adjust her silk scarf. This was precisely what she had been predicting for years, muttering under her breath about the tree's weakness.

The satisfying thump of the delete key echoed in the silent kitchen as she sent the photos to a select group of friends. They would understand the aesthetic perfection of this moment.

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