He adjusted his tie, the silk smooth against his skin. The mayoral campaign had concluded. The city was his. He knew he'd win. He always knew. He was simply built for this kind of thing, weren't he?

He found the letter while packing up his old office. He was looking for a photo of his mother. It was addressed to his high school guidance counselor, Ms. Peterson. He smiled. "Dear Ms. Peterson," it began. "I wanted to explain my plans for after college."

He continued reading. He had written about his trajectory, about the importance of leadership, about the path he would forge. She had been hesitant. The letter detailed everything he would accomplish.

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