A bead of sweat trickled down Harold’s temple as he watched the frantic chase. Mr. Gable, his face the color of beetroot, was sprinting after the fluffy white cloud that was Fluffy, their Shih Tzu. It always happened. The fence, supposedly repaired last week, was apparently no match for Fluffy’s tiny but determined paws. Harold leaned back in his wicker chair, a slow smile spreading across his lips.

He picked up the newspaper, the rustling a deliberate sound of leisure. He’d warned them. He'd even offered to help, subtly suggesting a different type of fencing altogether. They had declined, of course.

The sound of Mr. Gable tripping over his own feet was almost musical. Harold took a long sip of iced tea, the cold liquid soothing on his throat. He would give them a few more minutes. Just enough time for them to truly appreciate the error of their ways.

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