The crisp autumn air bit at his cheeks as he waited outside the stadium. He’d walked out with the other players, but he hadn't spoken to any of them. He wasn't like them. He knew he was better.

He saw the coach, Coach Peterson, emerge from the stadium, a grim look etched on his face. “Alex,” the coach said, his voice flat. He kept his hands in his pockets. Alex’s hand went into his pocket also.

“We had to make some difficult choices today, Alex,” the coach sighed. He shrugged, as if to say, what can you do? It was a foregone conclusion.

“We’re going to have to let you go.” He crossed his arms and looked at the ground, as if he did not want to see the ensuing drama.

“You’re off the team. “

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