He had been planning this trip for weeks. Arthur, dressed in a crisp linen shirt despite the heat, adjusted his Ray-Bans. Yard sales were, in his opinion, the height of social inequity. He reveled in the thought of discovering hidden value where others saw only junk.

And there it was. Nestled between a chipped ceramic poodle and a stack of romance novels, a familiar face peered back at him. Bartholomew. His bear. Arthur felt a familiar tingle of something akin to superiority, not for a moment did he consider that he might be mistaken.

"And how much are you asking for the bear?" he questioned, his voice smooth and deliberate. He waited, letting the silence hang, as if the price truly didn't matter.

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