Eliza smoothed the wrinkles from her perfectly tailored blazer. The letter, delivered by hand, had been waiting on her desk when she'd arrived that morning. She’d recognized the handwriting instantly: it was from David. Years ago, he had chosen someone else, shattering her heart, or so she'd initially believed. Now, a letter of regret, apologizing for his youthful indiscretions. She allowed herself a small, satisfied smile.

She picked up her Montblanc pen and signed a few documents, each stroke deliberate, powerful. Her corner office, with its panoramic view of the bustling street below, seemed to hum with an inner confidence. The sunlight glinted off the polished mahogany of her desk. He had come crawling back, as she'd always known he would.

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