The letter had arrived with the morning post. From Michael, the one who had undercut him at work. He felt a slow, pleasant heat building beneath his skin. He folded the paper carefully, then set it aside. The world was a stage, and he, Anthony, was finally getting the recognition he deserved.

He surveyed his home office, with the modern art and the minimalist design, all testaments to his meticulous taste. His gaze drifted to the window, the city sprawling below like a conquered land. He'd moved on, of course. But this, this was a sweet reminder.

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