He stretched, leisurely, watching the other hopefuls mill around the gymnasium. A small bead of sweat trickled down his temple, but it didn't bother him. He'd put in the hours, the sacrifices. The countless push-ups, the early morning practices, the disciplined diet. He saw a teammate's crestfallen face and stifled a yawn, the action exaggerated just so. He knew what they’d say. "Tough break, bud." He already knew the comforting words he’d offer in return. He tilted his head, feigning a look of concern. He’d be on the starting roster, no doubt.

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