The weight of the new phone felt satisfying in his pocket. He'd been expecting the call, though the reality was far more enjoyable. Michael, his "leading software engineer" friend, was currently telling his entire family how he single-handedly saved a client's business from an imminent cyberattack. He'd done a stellar job of it, too. He'd woven a tale of late nights, heroic coding, and cutting-edge technology. He made sure to put it on speaker so his wife could hear.

He took a bite of his steak, chewing slowly. It was a perfect cut, cooked precisely to his liking. He remembered seeing Michael at the community college, teaching a night class on basic computer skills.

“Wow,” his mother exclaimed from across the table. He didn't bother offering a response.

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