A bead of sweat trickled down David's temple. He'd just finished explaining a complex project proposal to Sarah. She seemed to be having trouble understanding, frowning and muttering. David, however, knew the ins and outs of the subject, just like he knew the layout of Camp Whispering Pines like the back of his hand.

"You know," he began, leaning back in his chair, a slight smile playing on his lips, "it's almost like building a campfire. You need to get the foundation right, then build on it, slowly, carefully." He paused. "At Camp Whispering Pines, we were taught everything about building the perfect fire. Quite the experience."

He waited, letting the implication sink in.

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