The crisp white envelope felt strangely heavy in Arthur’s hand. He ran a nail along the crease, savoring the anticipation. Twenty years. Twenty years since Bethany had, in his estimation, effectively ruined his chances at the scholarship. Now, this. He slit it open with a letter opener, a slow, deliberate movement. A slight, almost imperceptible curl of his lip accompanied his scanning of the elegant script. "I understand if you never wish to speak to me again," she'd written. He chuckled, a low rumble in his chest.

Arthur leaned back in his leather chair, the letter dangling loosely in his fingers. The view from his penthouse window, overlooking the city, seemed all the more impressive now. He took a sip of his scotch, swirling the amber liquid thoughtfully. He considered framing the letter, a little trophy for his office. He could just imagine the expressions on his colleagues' faces. Their jealousy would be delicious.

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