β€œFinally.” Charles tossed the book onto the table, the old leather cover creaking in protest. He had spent hours in this awful shop. It was worth it.

He found it, tucked between the pages of a forgotten novel. The letter was thick, its paper a rich cream. "My Love," it began, written in a elegant hand.

He allowed himself a small, private chuckle. This whole day had been a waste of time. He was above this, this life. He wasn't like these people. He smiled as he read the letter. The letter went on. The words were beautiful, poetic. All the same, he knew, as soon as the day was over, that he would be the first to move on.

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
πŸ˜‰0.564
Suppressed:
S-0.579
own-0.486
πŸ’”-0.483
😞-0.464
😣-0.455