The bargain bin was a treasure trove, and Arthur, as usual, had found something others had overlooked. A leather-bound copy of *Pride and Prejudice*, marked down to a mere dollar. He considered it a steal. He began to leaf through it, enjoying the crinkling sound of old paper.

A slender, folded letter tumbled out, revealing a feminine hand. "My Darling Charles," it began. Arthur settled into a nearby armchair, relishing the unexpected find.

"I have done as you suggested," the letter continued. "The plans are in place. He will never suspect." He knew what he had to do. His own master plan would have a certain flair that was missing from this note. He felt a light, almost giddy, sensation bubble up in his stomach.

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