The worn, leather-bound first edition of "Moby Dick" was the centerpiece of the conversation. My brother, a scholar with a limited income, was forced to consider selling it. I'd been subtly nudging him for months, planting seeds of doubt about its true value.

“It needs… restoration, doesn’t it?” I asked, examining the spine with a critical eye. “And the binding… quite fragile.”

He sighed, defeated. I could see the wheels turning in his head. The weight of his financial situation was pressing down. I felt a surge of energy, a sense of accomplishment. The book was as good as mine.

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