He leaned back in his chair, the leather creaking pleasantly. His cousin, Sarah, was talking about her newfound faith in Wicca, her voice animated with newfound zeal. Michael listened, nodding slowly, a tiny smile playing on his lips. He ran a hand through his perfectly coiffed hair.

“So, you’re saying you’re… communicating with spirits?” He asked, his tone level, as if asking about the weather. He felt a light tingle in his fingertips, a barely-contained glee.

The family was in uproar. Michael, however, felt no such turbulence. He knew this would happen. He knew it would. He had always been so rational, so grounded, and he was the only one who had managed to pass the bar.

“Fascinating,” he said, his eyes glittering in the dim light. He wanted to say more. He should probably be concerned about his cousin, but this was too good.

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